Journal of Machine Learning Research (JMLR) Short Title: J. Mach. Learn. Res. Publisher: Microtome Publishing, Brookline, MA ISSN: 1532-4435; 1533-7928/e Online: http://jmlr.csail.mit.edu/papers/ Comments: Indexed cover-to-cover; This journal is available open access. Documents Indexed: 2,588 Publications (since 2001) References Indexed: 966 Publications with 54,769 References. all top 5 Latest Issues 23 (2022) 22 (2021) 21 (2020) 20 (2019) 19 (2018) 18 (2017/2018) 17 (2016) 16 (2015) 15 (2014) 14 (2013) 13 (2012) 12 (2011) 11 (2010) 10 (2009) 9 (2008) 8 (2007) 7 (2006) 6 (2005) 5 (2004) 4, No. 7-8 (2004) 4, No. 6 (2004) 4, No. 5 (2004) 4, No. 4 (2004) 4, No. 3 (2004) 4, No. 2 (2004) 4, No. 1 (2004) 3, No. 7-8 (2003) 3, No. 6 (2003) 3, No. 4-5 (2003) 3, No. 3 (2003) 3, No. 2 (2003) 3, No. 1 (2003) 2, No. 4 (2002) 2, No. 3 (2002) 2, No. 2 (2002) 2, No. 1 (2002) 1, No. 4 (2001) 1, No. 3 (2001) 1, No. 2 (2001) 1, No. 1 (2001) all top 5 Authors 28 Jordan, Michael Irwin 25 Bach, Francis R. 23 Wainwright, Martin J. 18 Dunson, David Brian 18 Lin, Chih-Jen 18 Schölkopf, Bernhard 17 Shalev-Shwartz, Shai 17 Zhang, Tong 16 Mahoney, Michael W. 16 Müller, Klaus-Robert 15 Rudin, Cynthia 14 Liu, Han 14 Sugiyama, Masashi 14 Zhou, Dingxuan 13 Bartlett, Peter L. 13 Singer, Yoram 13 Smola, Alexander J. 12 Bengio, Yoshua 12 Williamson, Robert C. 12 Yu, Bin 11 Dhillon, Inderjit S. 11 Long, Philip M. 11 Xing, Eric P. 10 Blei, David M. 10 Bühlmann, Peter 10 Chen, Xi 10 Fukumizu, Kenji 10 Gretton, Arthur 10 Hsieh, Cho-Jui 10 Hyvärinen, Aapo 10 Maggioni, Mauro 10 Mannor, Shie 10 Peters, Jan 10 Pontil, Massimiliano 10 Shawe-Taylor, John 10 Steinwart, Ingo 10 Suykens, Johan A. K. 10 Tishby, Naftali 10 Warmuth, Manfred K. 10 Wasserman, Larry Alan 10 Ye, Jieping 10 Zhang, Zhihua 9 Anandkumar, Animashree 9 Hastie, Trevor John 9 Hsu, Daniel 9 Krause, Andreas 9 Munos, Rémi 9 Raskutti, Garvesh 9 Sabato, Sivan 9 Shamir, Ohad 9 Shen, Xiaotong 9 Tewari, Ambuj 9 Tsang, Ivor Wai-Hung 8 Blanchard, Gilles 8 Bottou, Léon 8 Crammer, Koby 8 El-Yaniv, Ran 8 Fern, Alan P. 8 Gaïffas, Stéphane 8 Gentile, Claudio 8 Ghahramani, Zoubin 8 Gupta, Maya R. 8 Langford, John 8 Larochelle, Hugo 8 Lin, Qihang 8 Michailidis, George C. 8 Mukherjee, Sayan 8 Rosasco, Lorenzo A. 8 Teh, Yee Whye 8 Wu, Qiang 7 Bubeck, Sébastien 7 Gao, Chao 7 Ghavamzadeh, Mohammad 7 Kakade, Sham M. 7 Lawrence, Neil D. 7 Lebanon, Guy 7 Lugosi, Gábor 7 Mairal, Julien 7 Mohri, Mehryar 7 Mooij, Joris M. 7 Neumann, Gerhard 7 Priebe, Carey E. 7 Schapire, Robert E. 7 Servedio, Rocco A. 7 Sriperumbudur, Bharath K. 7 Vehtari, Aki 7 von Luxburg, Ulrike 7 Vovk, Vladimir G. 7 Wang, Shusen 7 Willsky, Alan Steven 7 Yuan, Ming 6 Balakrishnan, Sivaraman 6 Bhattacharyya, Chiranjib 6 Biau, Gérard 6 Bousquet, Olivier 6 Cesa-Bianchi, Nicolò 6 Duchi, John C. 6 Gomez-Rodriguez, Manuel 6 Gramfort, Alexandre 6 Hanneke, Steve ...and 4,794 more Authors all top 5 Fields 2,021 Computer science (68-XX) 1,395 Statistics (62-XX) 269 Operations research, mathematical programming (90-XX) 188 Probability theory and stochastic processes (60-XX) 135 Numerical analysis (65-XX) 77 Combinatorics (05-XX) 72 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 57 Information and communication theory, circuits (94-XX) 43 Linear and multilinear algebra; matrix theory (15-XX) 36 Biology and other natural sciences (92-XX) 33 Functional analysis (46-XX) 16 Systems theory; control (93-XX) 11 Calculus of variations and optimal control; optimization (49-XX) 8 Operator theory (47-XX) 6 Dynamical systems and ergodic theory (37-XX) 6 Algebraic topology (55-XX) 5 General and overarching topics; collections (00-XX) 5 Quantum theory (81-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 History and biography (01-XX) 3 Approximations and expansions (41-XX) 2 Mathematical logic and foundations (03-XX) 2 Ordinary differential equations (34-XX) 2 Partial differential equations (35-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Measure and integration (28-XX) 1 Potential theory (31-XX) 1 Sequences, series, summability (40-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 General topology (54-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 1,926 Publications have been cited 26,256 times in 14,559 Documents Cited by ▼ Year ▼ On model selection consistency of Lasso. Zbl 1222.62008Zhao, Peng; Yu, Bin 485 2006 Scikit-learn: machine learning in Python. Zbl 1280.68189Pedregosa, Fabian; Varoquaux, Gaël; Gramfort, Alexandre; Michel, Vincent; Thirion, Bertrand; Grisel, Olivier; Blondel, Mathieu; Prettenhofer, Peter; Weiss, Ron; Dubourg, Vincent; Vanderplas, Jake; Passos, Alexandre; Cournapeau, David; Brucher, Matthieu; Perrot, Matthieu; Duchesnay, Édouard 484 2011 Statistical comparisons of classifiers over multiple data sets. Zbl 1222.68184Demšar, Janez 445 2006 An introduction to variable and feature selection. Zbl 1102.68556Guyon, Isabelle; Elisseeff, André 356 2003 Latent Dirichlet allocation. Zbl 1112.68379Blei, David M.; Ng, Andrew Y.; Jordan, Michael I. 350 2003 Dropout: a simple way to prevent neural networks from overfitting. Zbl 1318.68153Srivastava, Nitish; Hinton, Geoffrey; Krizhevsky, Alex; Sutskever, Ilya; Salakhutdinov, Ruslan 259 2014 Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. Zbl 1222.68144Belkin, Mikhail; Niyogi, Partha; Sindhwani, Vikas 233 2006 Adaptive subgradient methods for online learning and stochastic optimization. Zbl 1280.68164Duchi, John; Hazan, Elad; Singer, Yoram 225 2011 Sparse Bayesian learning and the relevance vector machine. Zbl 0997.68109Tipping, Michael E. 218 2001 Visualizing data using t-SNE. Zbl 1225.68219van der Maaten, Laurens; Hinton, Geoffrey 195 2008 Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data. Zbl 1225.68149Banerjee, Onureena; El Ghaoui, Laurent; d’Aspremont, Alexandre 194 2008 Mixed membership stochastic blockmodels. Zbl 1225.68143Airoldi, Edoardo M.; Blei, David M.; Fienberg, Stephen E.; Xing, Eric P. 192 2008 Rademacher and Gaussian complexities: risk bounds and structural results. Zbl 1084.68549Bartlett, Peter L.; Mendelson, Shahar 184 2003 The no-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo. Zbl 1319.60150Hoffman, Matthew D.; Gelman, Andrew 169 2014 Cluster ensembles – a knowledge reuse framework for combining multiple partitions. Zbl 1084.68759Strehl, Alexander; Ghosh, Joydeep 169 2003 Confidence intervals and hypothesis testing for high-dimensional regression. Zbl 1319.62145Javanmard, Adel; Montanari, Andrea 159 2014 Learning the kernel matrix with semidefinite programming. Zbl 1222.68241Lanckriet, Gert R. G.; Cristianini, Nello; Bartlett, Peter; El Ghaoui, Laurent; Jordan, Michael I. 155 2004 LIBLINEAR: a library for large linear classification. Zbl 1225.68175Fan, Rong-En; Chang, Kai-Wei; Hsieh, Cho-Jui; Wang, Xiang-Rui; Lin, Chih-Jen 142 2008 Non-negative matrix factorization with sparseness constraints. Zbl 1222.68218Hoyer, Patrik O. 135 2004 Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory. Zbl 1242.62024Watanabe, Sumio 134 2010 Kernel independent component analysis. Zbl 1088.68689Bach, Francis R.; Jordan, Michael I. 129 2003 Clustering with Bregman divergences. Zbl 1190.62117Banerjee, Arindam; Merugu, Srujana; Dhillon, Inderjit S.; Ghosh, Joydeep 128 2005 A kernel two-sample test. Zbl 1283.62095Gretton, Arthur; Borgwardt, Karsten M.; Rasch, Malte J.; Schölkopf, Bernhard; Smola, Alexander 128 2012 A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667Su, Weijie; Boyd, Stephen; Candès, Emmanuel J. 126 2016 Stochastic variational inference. Zbl 1317.68163Hoffman, Matthew D.; Blei, David M.; Wang, Chong; Paisley, John 124 2013 Stability and generalization. Zbl 1007.68083Bousquet, Olivier; Elisseeff, André 123 2002 Manopt, a Matlab toolbox for optimization on manifolds. Zbl 1319.90003Boumal, Nicolas; Mishra, Bamdev; Absil, P.-A.; Sepulchre, Rodolphe 122 2014 Automatic differentiation in machine learning: a survey. Zbl 06982909Baydin, Atılım Güneş; Pearlmutter, Barak A.; Radul, Alexey Andreyevich; Siskind, Jeffrey Mark 121 2018 A simpler approach to matrix completion. Zbl 1280.68141Recht, Benjamin 120 2011 Stochastic dual coordinate ascent methods for regularized loss minimization. Zbl 1307.68073Shalev-Shwartz, Shai; Zhang, Tong 112 2013 Near-optimal sensor placements in Gaussian processes: theory, efficient algorithms and empirical studies. Zbl 1225.68192Krause, Andreas; Singh, Ajit; Guestrin, Carlos 110 2008 Matrix completion from noisy entries. Zbl 1242.62069Keshavan, Raghunandan H.; Montanari, Andrea; Oh, Sewoong 105 2010 Online learning for matrix factorization and sparse coding. Zbl 1242.62087Mairal, Julien; Bach, Francis; Ponce, Jean; Sapiro, Guillermo 101 2010 Support vector machine soft margin classifiers: error analysis. Zbl 1222.68167Chen, Di-Rong; Wu, Qiang; Ying, Yiming; Zhou, Ding-Xuan 101 2004 On the influence of the kernel on the consistency of support vector machines. Zbl 1009.68143Steinwart, Ingo 99 2002 Random search for hyper-parameter optimization. Zbl 1283.68282Bergstra, James; Bengio, Yoshua 96 2012 Optimal structure identification with greedy search. Zbl 1084.68519Chickering, David Maxwell 96 2003 Spectral regularization algorithms for learning large incomplete matrices. Zbl 1242.68237Mazumder, Rahul; Hastie, Trevor; Tibshirani, Robert 94 2010 Tensor decompositions for learning latent variable models. Zbl 1319.62109Anandkumar, Animashree; Ge, Rong; Hsu, Daniel; Kakade, Sham M.; Telgarsky, Matus 94 2014 Consistency of the group Lasso and multiple kernel learning. Zbl 1225.68147Bach, Francis R. 94 2008 Statistical topological data analysis using persistence landscapes. Zbl 1337.68221Bubenik, Peter 92 2015 Think globally, fit locally: unsupervised learning of low dimensional manifolds. Zbl 1093.68089Saul, Lawrence K.; Roweis, Sam T. 92 2004 Large margin methods for structured and interdependent output variables. Zbl 1222.68321Tsochantaridis, Ioannis; Joachims, Thorsten; Hofmann, Thomas; Altun, Yasemin 91 2005 Ultrahigh dimensional feature selection: beyond the linear model. Zbl 1235.62089Fan, Jianqing; Samworth, Richard; Wu, Yichao 90 2009 Analysis of multi-stage convex relaxation for sparse regularization. Zbl 1242.68262Zhang, Tong 89 2010 On the algorithmic implementation of multiclass kernel-based vector machines. Zbl 1037.68110Crammer, Koby; Singer, Yoram 89 2002 Reducing multiclass to binary: A unifying approach for margin classifiers. Zbl 1013.68175Allwein, Erin L.; Schapire, Robert E.; Singer, Yoram 85 2001 The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035Liu, Han; Lafferty, John; Wasserman, Larry 84 2009 Use of the zero-norm with linear models and kernel methods. Zbl 1102.68605Weston, Jason; Elisseeff, André; Schölkopf, Bernhard; Tipping, Mike 84 2003 High dimensional inverse covariance matrix estimation via linear programming. Zbl 1242.62043Yuan, Ming 82 2010 A unifying view of sparse approximate Gaussian process regression. Zbl 1222.68282Quiñonero-Candela, Joaquin; Rasmussen, Carl Edward 79 2005 Hilbert space embeddings and metrics on probability measures. Zbl 1242.60005Sriperumbudur, Bharath K.; Gretton, Arthur; Fukumizu, Kenji; Schölkopf, Bernhard; Lanckriet, Gert R. G. 77 2010 Clustering on the unit hypersphere using von Mises-Fisher distributions. Zbl 1190.62116Banerjee, Arindam; Dhillon, Inderjit S.; Ghosh, Joydeep; Sra, Suvrit 77 2005 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008Diamond, Steven; Boyd, Stephen 76 2016 Quantile regression forests. Zbl 1222.68262Meinshausen, Nicolai 76 2006 Estimating high-dimensional directed acyclic graphs with the PC-algorithm. Zbl 1222.68229Kalisch, Markus; Bühlmann, Peter 76 2007 Universal kernels. Zbl 1222.68266Micchelli, Charles A.; Xu, Yuesheng; Zhang, Haizhang 75 2006 Regularized \(M\)-estimators with nonconvexity: statistical and algorithmic theory for local optima. Zbl 1360.62276Loh, Po-Ling; Wainwright, Martin J. 74 2015 Restricted strong convexity and weighted matrix completion: optimal bounds with noise. Zbl 1436.62204Negahban, Sahand; Wainwright, Martin J. 74 2012 The entire regularization path for the support vector machine. Zbl 1222.68213Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji 73 2004 An efficient boosting algorithm for combining preferences. Zbl 1098.68652Freund, Yoav; Iyer, Raj; Schapire, Robert E.; Singer, Yoram 73 2004 Efficient online and batch learning using forward backward splitting. Zbl 1235.62151Duchi, John; Singer, Yoram 72 2009 Distance metric learning for large margin nearest neighbor classification. Zbl 1235.68204Weinberger, Kilian Q.; Saul, Lawrence K. 71 2009 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 70 2010 An extension on “Statistical comparisons of classifiers over multiple data sets” for all pairwise comparisons. Zbl 1225.68178García, Salvador; Herrera, Francisco 70 2008 Generalized power method for sparse principal component analysis. Zbl 1242.62048Journée, Michel; Nesterov, Yurii; Richtárik, Peter; Sepulchre, Rodolphe 69 2010 Least-squares policy iteration. Zbl 1094.68080Lagoudakis, Michail G.; Parr, Ronald 68 2004 Nonparametric quantile estimation. Zbl 1222.68316Takeuchi, Ichiro; Le, Quoc V.; Sears, Timothy D.; Smola, Alexander J. 65 2006 In defense of one-vs-all classification. Zbl 1222.68287Rifkin, Ryan; Klautau, Aldebaro 64 2004 Learning the kernel function via regularization. Zbl 1222.68265Micchelli, Charles A.; Pontil, Massimiliano 64 2005 Divide and conquer kernel ridge regression: a distributed algorithm with minimax optimal rates. Zbl 1351.62142Zhang, Yuchen; Duchi, John; Wainwright, Martin 64 2015 Information theoretic measures for clusterings comparison: variants, properties, normalization and correction for chance. Zbl 1242.62062Vinh, Nguyen Xuan; Epps, Julien; Bailey, James 63 2010 Working set selection using second order information for training support vector machines. Zbl 1222.68198Fan, Rong-En; Chen, Pai-Hsuen; Lin, Chih-Jen 63 2005 On the Nyström method for approximating a gram matrix for improved kernel-based learning. Zbl 1222.68186Drineas, Petros; Mahoney, Michael W. 62 2005 Online passive-aggressive algorithms. Zbl 1222.68177Crammer, Koby; Dekel, Ofer; Keshet, Joseph; Shalev-Shwartz, Shai; Singer, Yoram 62 2006 Multiple kernel learning algorithms. Zbl 1280.68167Gönen, Mehmet; Alpaydın, Ethem 59 2011 Learning equivalence classes of Bayesian-network structures. Zbl 1007.68179Chickering, David Maxwell 59 2002 On learning with integral operators. Zbl 1242.62059Rosasco, Lorenzo; Belkin, Mikhail; De Vito, Ernesto 58 2010 Deep hidden physics models: deep learning of nonlinear partial differential equations. Zbl 1439.68021Raissi, Maziar 58 2018 Consistency of random forests and other averaging classifiers. Zbl 1225.62081Biau, Gérard; Devroye, Luc; Lugosi, Gábor 58 2008 Large scale multiple kernel learning. Zbl 1222.90072Sonnenburg, Sören; Rätsch, Gunnar; Schäfer, Christin; Schölkopf, Bernhard 57 2006 Models of cooperative teaching and learning. Zbl 1280.68224Zilles, Sandra; Lange, Steffen; Holte, Robert; Zinkevich, Martin 56 2011 Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis. Zbl 1222.68312Sugiyama, Masashi 56 2007 Penalized model-based clustering with application to variable selection. Zbl 1222.68279Pan, Wei; Shen, Xiaotong 56 2007 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 56 2007 Efficient SVM training using low-rank kernel representations. Zbl 1037.68112Fine, Shai; Scheinberg, Katya 56 2002 A linear non-Gaussian acyclic model for causal discovery. Zbl 1222.68304Shimizu, Shohei; Hoyer, Patrik O.; Hyvärinen, Aapo; Kerminen, Antti 55 2006 Dual averaging methods for regularized stochastic learning and online optimization. Zbl 1242.62011Xiao, Lin 54 2010 Support vector clustering. Zbl 1002.68598Ben-Hur, Asa; Horn, David; Siegelmann, Hava T.; Vapnik, Vladimir 54 2002 Kronecker graphs: an approach to modeling networks. Zbl 1242.05256Leskovec, Jure; Chakrabarti, Deepayan; Kleinberg, Jon; Faloutsos, Christos; Ghahramani, Zoubin 53 2010 Do we need hundreds of classifiers to solve real world classification problems? Zbl 1319.62005Fernández-Delgado, Manuel; Cernadas, Eva; Barro, Senén; Amorim, Dinani 53 2014 Iterative reweighted algorithms for matrix rank minimization. Zbl 1436.65055Mohan, Karthik; Fazel, Maryam 53 2012 A robust minimax approach to classification. Zbl 1084.68657Lanckriet, Gert R. G.; El Ghaoui, Laurent; Bhattacharyya, Chiranjib; Jordan, Michael I. 53 2003 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 52 2015 Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces. Zbl 1222.62069Fukumizu, Kenji; Bach, Francis R.; Jordan, Michael I. 52 2004 Stacked denoising autoencoders: learning useful representations in a deep network with a local denoising criterion. Zbl 1242.68256Vincent, Pascal; Larochelle, Hugo; Lajoie, Isabelle; Bengio, Yoshua; Manzagol, Pierre-Antoine 51 2010 Analysis of a random forests model. Zbl 1283.62127Biau, Gérard 51 2012 Efficient feature selection via analysis of relevance and redundancy. Zbl 1222.68340Yu, Lei; Liu, Huan 51 2004 Core vector machines: fast SVM training on very large data sets. Zbl 1222.68320Tsang, Ivor W.; Kwok, James T.; Cheung, Pak-Ming 51 2005 Breaking the curse of dimensionality with convex neural networks. Zbl 1433.68390Bach, Francis 50 2017 An improper estimator with optimal excess risk in misspecified density estimation and logistic regression. Zbl 07625184Mourtada, Jaouad; Gaïffas, Stéphane 1 2022 Cascaded diffusion models for high fidelity image generation. Zbl 07625200Ho, Jonathan; Saharia, Chitwan; Chan, William; Fleet, David J.; Norouzi, Mohammad; Salimans, Tim 1 2022 Normalizing flows for probabilistic modeling and inference. Zbl 07370574Papamakarios, George; Nalisnick, Eric; Rezende, Danilo Jimenez; Mohamed, Shakir; Lakshminarayanan, Balaji 11 2021 Global and quadratic convergence of Newton hard-thresholding pursuit. Zbl 07370529Zhou, Shenglong; Xiu, Naihua; Qi, Hou-Duo 9 2021 Learning interaction kernels in heterogeneous systems of agents from multiple trajectories. Zbl 07370549Lu, Fei; Maggioni, Mauro; Tang, Sui 9 2021 giotto-tda: a topological data analysis toolkit for machine learning and data exploration. Zbl 07370556Tauzin, Guillaume; Lupo, Umberto; Tunstall, Lewis; Pérez, Julian Burella; Caorsi, Matteo; Medina-Mardones, Anibal M.; Dassatti, Alberto; Hess, Kathryn 6 2021 Banach space representer theorems for neural networks and ridge splines. Zbl 07370560Parhi, Rahul; Nowak, Robert D. 6 2021 Optimal feedback law recovery by gradient-augmented sparse polynomial regression. Zbl 07370565Azmi, Behzad; Kalise, Dante; Kunisch, Karl 6 2021 Kernel operations on the GPU, with autodiff, without memory overflows. Zbl 07370591Charlier, Benjamin; Feydy, Jean; Glaunès, Joan Alexis; Collin, François-David; Durif, Ghislain 5 2021 Finite-sample analysis of interpolating linear classifiers in the overparameterized regime. Zbl 07370646Chatterji, Niladri S.; Long, Philip M. 5 2021 Prediction under latent factor regression: adaptive PCR, interpolating predictors and beyond. Zbl 07415120Bing, Xin; Bunea, Florentina; Strimas-Mackey, Seth; Wegkamp, Marten 5 2021 Aggregated hold-out. Zbl 07370537Maillard, Guillaume; Arlot, Sylvain; Lerasle, Matthieu 4 2021 Sparse and smooth signal estimation: convexification of \(\ell_0\)-formulations. Zbl 07370569Atamturk, Alper; Gomez, Andres; Han, Shaoning 4 2021 A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577Tuck, Jonathan; Barratt, Shane; Boyd, Stephen 4 2021 POT: Python optimal transport. Zbl 07370595Flamary, Rémi; Courty, Nicolas; Gramfort, Alexandre; Alaya, Mokhtar Z.; Boisbunon, Aurélie; Chambon, Stanislas; Chapel, Laetitia; Corenflos, Adrien; Fatras, Kilian; Fournier, Nemo; Gautheron, Léo; Gayraud, Nathalie T. H.; Janati, Hicham; Rakotomamonjy, Alain; Redko, Ievgen; Rolet, Antoine; Schutz, Antony; Seguy, Vivien; Sutherland, Danica J.; Tavenard, Romain; Tong, Alexander; Vayer, Titouan 4 2021 An inertial Newton algorithm for deep learning. Zbl 1482.68211Castera, Camille; Bolte, Jérôme; Févotte, Cédric; Pauwels, Edouard 4 2021 Inference for multiple heterogeneous networks with a common invariant subspace. Zbl 07415085Arroyo, Jesús; Athreya, Avanti; Cape, Joshua; Chen, Guodong; Priebe, Carey E.; Vogelstein, Joshua T. 4 2021 FLAME: a fast large-scale almost matching exactly approach to causal inference. Zbl 07370548Wang, Tianyu; Morucci, Marco; Awan, M. Usaid; Liu, Yameng; Roy, Sudeepa; Rudin, Cynthia; Volfovsky, Alexander 3 2021 From Fourier to Koopman: spectral methods for long-term time series prediction. Zbl 07370558Lange, Henning; Brunton, Steven L.; Kutz, J. Nathan 3 2021 High-order Langevin diffusion yields an accelerated MCMC algorithm. Zbl 07370559Mou, Wenlong; Ma, Yi-An; Wainwright, Martin J.; Bartlett, Peter L.; Jordan, Michael I. 3 2021 Wasserstein barycenters can be computed in polynomial time in fixed dimension. Zbl 07370561Altschuler, Jason M.; Boix-Adsera, Enric 3 2021 Geometric structure of graph Laplacian embeddings. Zbl 07370580García Trillos, Nicolás; Hoffmann, Franca; Hosseini, Bamdad 3 2021 Statistical query lower bounds for tensor PCA. Zbl 07370600Dudeja, Rishabh; Hsu, Daniel 3 2021 A Lyapunov analysis of accelerated methods in optimization. Zbl 07370630Wilson, Ashia C.; Recht, Ben; Jordan, Michael I. 3 2021 Learning sparse classifiers: continuous and mixed integer optimization perspectives. Zbl 07415078Dedieu, Antoine; Hazimeh, Hussein; Mazumder, Rahul 3 2021 Convex clustering: model, theoretical guarantee and efficient algorithm. Zbl 07370526Sun, Defeng; Toh, Kim-Chuan; Yuan, Yancheng 2 2021 Ranking and synchronization from pairwise measurements via SVD. Zbl 07370536D’Aspremont, Alexandre; Cucuringu, Mihai; Tyagi, Hemant 2 2021 Finite time LTI system identification. Zbl 07370543Sarkar, Tuhin; Rakhlin, Alexander; Dahleh, Munther A. 2 2021 Inference in high-dimensional single-index models under symmetric designs. Zbl 07370544Eftekhari, Hamid; Banerjee, Moulinath; Ritov, Ya’acov 2 2021 Multi-class Gaussian process classification with noisy inputs. Zbl 07370553Villacampa-Calvo, Carlos; Zaldívar, Bryan; Garrido-Merchán, Eduardo C.; Hernández-Lobato, Daniel 2 2021 A Bayesian contiguous partitioning method for learning clustered latent variables. Zbl 07370554Luo, Zhao Tang; Sang, Huiyan; Mallick, Bani 2 2021 Risk-averse learning by temporal difference methods with Markov risk measures. Zbl 07370555Köse, Umit; Ruszczyński, Andrzej 2 2021 GemBag: group estimation of multiple Bayesian graphical models. Zbl 07370571Yang, Xinming; Gan, Lingrui; Narisetty, Naveen N.; Liang, Feng 2 2021 Dynamic tensor recommender systems. Zbl 07370582Zhang, Yanqing; Bi, Xuan; Tang, Niansheng; Qu, Annie 2 2021 Determining the number of communities in degree-corrected stochastic block models. Zbl 07370586Ma, Shujie; Su, Liangjun; Zhang, Yichong 2 2021 On the theory of policy gradient methods: optimality, approximation, and distribution shift. Zbl 07370615Agarwal, Alekh; Kakade, Sham M.; Lee, Jason D.; Mahajan, Gaurav 2 2021 Towards a unified analysis of random Fourier features. Zbl 07370625Li, Zhu; Ton, Jean-Francois; Oglic, Dino; Sejdinovic, Dino 2 2021 Strong consistency, graph Laplacians, and the stochastic block model. Zbl 07370634Deng, Shaofeng; Ling, Shuyang; Strohmer, Thomas 2 2021 LassoNet: a neural network with feature sparsity. Zbl 07370644Lemhadri, Ismael; Ruan, Feng; Abraham, Louis; Tibshirani, Robert 2 2021 Pseudo-marginal Hamiltonian Monte Carlo. Zbl 07415084Alenlöv, Johan; Doucet, Arnoud; Lindsten, Fredrik 2 2021 On efficient multilevel clustering via Wasserstein distances. Zbl 07415088Huynh, Viet; Ho, Nhat; Dam, Nhan; Nguyen, Xuanlong; Yurochkin, Mikhail; Bui, Hung; Phung, Dinh 2 2021 Implicit self-regularization in deep neural networks: evidence from random matrix theory and implications for learning. Zbl 07415108Martin, Charles H.; Mahoney, Michael W. 2 2021 Replica exchange for non-convex optimization. Zbl 07415116Dong, Jing; Tong, Xin T. 2 2021 Mode-wise tensor decompositions: multi-dimensional generalizations of CUR decompositions. Zbl 07415128Cai, Hanqin; Hamm, Keaton; Huang, Longxiu; Needell, Deanna 2 2021 Domain generalization by marginal transfer learning. Zbl 07370519Blanchard, Gilles; Deshmukh, Aniket Anand; Dogan, Urun; Lee, Gyemin; Scott, Clayton 1 2021 Preference-based online learning with dueling bandits: a survey. Zbl 07370524Bengs, Viktor; Busa-Fekete, Róbert; El Mesaoudi-Paul, Adil; Hüllermeier, Eyke 1 2021 Homogeneity structure learning in large-scale panel data with heavy-tailed errors. Zbl 07370530Di, Xiao; Ke, Yuan; Li, Runze 1 2021 Continuous time analysis of momentum methods. Zbl 07370534Kovachki, Nikola B.; Stuart, Andrew M. 1 2021 A fast globally linearly convergent algorithm for the computation of Wasserstein barycenters. Zbl 07370538Yang, Lei; Li, Jia; Sun, Defeng; Toh, Kim-Chuan 1 2021 A review of robot learning for manipulation: challenges, representations, and algorithms. Zbl 07370547Kroemer, Oliver; Niekum, Scott; Konidaris, George 1 2021 RaSE: random subspace ensemble classification. Zbl 07370562Tian, Ye; Feng, Yang 1 2021 Optimal structured principal subspace estimation: metric entropy and minimax rates. Zbl 07370563Cai, Tony; Li, Hongzhe; Ma, Rong 1 2021 Understanding recurrent neural networks using nonequilibrium response theory. Zbl 07370564Lim, Soon Hoe 1 2021 Incorporating unlabeled data into distributionally robust learning. Zbl 07370573Frogner, Charlie; Claici, Sebastian; Chien, Edward; Solomon, Justin 1 2021 Sparse tensor additive regression. Zbl 07370581Hao, Botao; Wang, Boxiang; Wang, Pengyuan; Zhang, Jingfei; Yang, Jian; Sun, Will Wei 1 2021 Approximate Newton methods. Zbl 07370583Ye, Haishan; Luo, Luo; Zhang, Zhihua 1 2021 Path length bounds for gradient descent and flow. Zbl 07370585Gupta, Chirag; Balakrishnan, Sivaraman; Ramdas, Aaditya 1 2021 Analyzing the discrepancy principle for kernelized spectral filter learning algorithms. Zbl 07370593Celisse, Alain; Wahl, Martin 1 2021 Analysis of high-dimensional continuous time Markov chains using the local bouncy particle sampler. Zbl 07370608Zhao, Tingting; Bouchard-Côté, Alexandre 1 2021 Flexible signal denoising via flexible empirical Bayes shrinkage. Zbl 07370610Xing, Zhengrong; Carbonetto, Peter; Stephens, Matthew 1 2021 Safe policy iteration: a monotonically improving approximate policy iteration approach. Zbl 07370614Metelli, Alberto Maria; Pirotta, Matteo; Calandriello, Daniele; Restelli, Marcello 1 2021 Learning a high-dimensional linear structural equation model via \(\ell_1\)-regularized regression. Zbl 07370619Park, Gunwoong; Moon, Sang Jun; Park, Sion; Jeon, Jong-June 1 2021 Explaining explanations: axiomatic feature interactions for deep networks. Zbl 07370621Janizek, Joseph D.; Sturmfels, Pascal; Lee, Su-In 1 2021 Pathwise conditioning of Gaussian processes. Zbl 07370622Wilson, James T.; Borovitskiy, Viacheslav; Terenin, Alexander; Mostowsky, Peter; Deisenroth, Marc Peter 1 2021 Beyond English-centric multilingual machine translation. Zbl 07370624Fan, Angela; Bhosale, Shruti; Schwenk, Holger; Ma, Zhiyi; El-Kishky, Ahmed; Goyal, Siddharth; Baines, Mandeep; Celebi, Onur; Wenzek, Guillaume; Chaudhary, Vishrav; Goyal, Naman; Birch, Tom; Liptchinsky, Vitaliy; Edunov, Sergey; Auli, Michael; Joulin, Armand 1 2021 mvlearn: multiview machine learning in Python. Zbl 07370626Perry, Ronan; Mischler, Gavin; Guo, Richard; Lee, Theodore; Chang, Alexander; Koul, Arman; Franz, Cameron; Richard, Hugo; Carmichael, Iain; Ablin, Pierre; Gramfort, Alexandre; Vogelstein, Joshua T. 1 2021 L-SVRG and L-Katyusha with arbitrary sampling. Zbl 07370629Qian, Xun; Qu, Zheng; Richtárik, Peter 1 2021 Some theoretical insights into Wasserstein GANs. Zbl 07370636Biau, Gérard; Sangnier, Maxime; Tanielian, Ugo 1 2021 Learning whenever learning is possible: universal learning under general stochastic processes. Zbl 07415073Hanneke, Steve 1 2021 A contextual bandit bake-off. Zbl 07415076Bietti, Alberto; Agarwal, Alekh; Langford, John 1 2021 Hybrid predictive models: when an interpretable model collaborates with a black-box model. Zbl 07415080Wang, Tong; Lin, Qihang 1 2021 Hoeffding’s inequality for general Markov chains and its applications to statistical learning. Zbl 07415082Fan, Jianqing; Jiang, Bai; Sun, Qiang 1 2021 Individual fairness in hindsight. Zbl 07415087Gupta, Swati; Kamble, Vijay 1 2021 Accelerating ill-conditioned low-rank matrix estimation via scaled gradient descent. Zbl 07415093Tong, Tian; Ma, Cong; Chi, Yuejie 1 2021 What causes the test error? Going beyond bias-variance via ANOVA. Zbl 07415098Lin, Licong; Dobriban, Edgar 1 2021 When does gradient descent with logistic loss find interpolating two-layer networks? Zbl 07415102Chatterji, Niladri S.; Long, Philip M.; Bartlett, Peter L. 1 2021 Asymptotic normality, concentration, and coverage of generalized posteriors. Zbl 07415111Miller, Jeffrey W. 1 2021 Unlinked monotone regression. Zbl 07415115Balabdaoui, Fadoua; Doss, Charles R.; Durot, Cécile 1 2021 Achieving fairness in the stochastic multi-armed bandit problem. Zbl 07415117Patil, Vishakha; Ghalme, Ganesh; Nair, Vineet; Narahari, Y. 1 2021 Tighter risk certificates for neural networks. Zbl 07626742Pérez-Ortiz, María; Risvaplata, Omar; Shawe-Taylor, John; Szepesvári, Csaba 1 2021 Sparsity in deep learning: pruning and growth for efficient inference and training in neural networks. Zbl 07626756Hoefler, Torsten; Alistarh, Dan; Ben-Nun, Tal; Dryden, Nikoli; Peste, Alexandra 1 2021 LDLE: low distortion local eigenmaps. Zbl 07626797Kohli, Dhruv; Cloninger, Alexander; Mishne, Gal 1 2021 \(V\)-statistics and variance estimation. Zbl 07626802Zhou, Zhengze; Mentch, Lucas; Hooker, Giles 1 2021 On universal approximation and error bounds for Fourier neural operators. Zbl 07626805Kovachki, Nikola; Lanthaler, Samuel; Mishra, Siddhartha 1 2021 ProxSARAH: an efficient algorithmic framework for stochastic composite nonconvex optimization. Zbl 07255141Pham, Nhan H.; Nguyen, Lam M.; Phan, Dzung T.; Tran-Dinh, Quoc 14 2020 New insights and perspectives on the natural gradient method. Zbl 07306852Martens, James 12 2020 A statistical learning approach to modal regression. Zbl 1497.68418Feng, Yunlong; Fan, Jun; Suykens, Johan A. K. 11 2020 Geomstats: a Python package for Riemannian geometry in machine learning. Zbl 07307485Miolane, Nina; Guigui, Nicolas; Le Brigant, Alice; Mathe, Johan; Hou, Benjamin; Thanwerdas, Yann; Heyder, Stefan; Peltre, Olivier; Koep, Niklas; Zaatiti, Hadi; Hajri, Hatem; Cabanes, Yann; Gerald, Thomas; Chauchat, Paul; Shewmake, Christian; Brooks, Daniel; Kainz, Bernhard; Donnat, Claire; Holmes, Susan; Pennec, Xavier 11 2020 Discerning the linear convergence of ADMM for structured convex optimization through the lens of variational analysis. Zbl 07255114Yuan, Xiaoming; Zeng, Shangzhi; Zhang, Jin 10 2020 Path-based spectral clustering: guarantees, robustness to outliers, and fast algorithms. Zbl 1497.68430Little, Anna; Maggioni, Mauro; Murphy, James M. 8 2020 On the consistency of graph-based Bayesian semi-supervised learning and the scalability of sampling algorithms. Zbl 1498.68269Trillos, Nicolas Garcia; Kaplan, Zachary; Samakhoana, Thabo; Sanz-Alonso, Daniel 8 2020 Exploring the limits of transfer learning with a unified text-to-text transformer. Zbl 07255171Raffel, Colin; Shazeer, Noam; Roberts, Adam; Lee, Katherine; Narang, Sharan; Matena, Michael; Zhou, Yanqi; Li, Wei; Liu, Peter J. 8 2020 Generalized optimal matching methods for causal inference. Zbl 1498.62035Kallus, Nathan 7 2020 Scalable approximate MCMC algorithms for the horseshoe prior. Zbl 1499.62244Johndrow, James; Orenstein, Paulo; Bhattacharya, Anirban 7 2020 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 1502.62030Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 7 2020 Convergence rates for the stochastic gradient descent method for non-convex objective functions. Zbl 07255167Fehrman, Benjamin; Gess, Benjamin; Jentzen, Arnulf 7 2020 Adaptive approximation and generalization of deep neural network with intrinsic dimensionality. Zbl 07306873Nakada, Ryumei; Imaizumi, Masaaki 7 2020 Distributed feature screening via componentwise debiasing. Zbl 1498.68286Li, Xingxiang; Li, Runze; Xia, Zhiming; Xu, Chen 6 2020 Derivative-free methods for policy optimization: guarantees for linear quadratic systems. Zbl 1498.93784Malik, Dhruv; Pananjady, Ashwin; Bhatia, Kush; Khamaru, Koulik; Bartlett, Peter L.; Wainwright, Martin J. 5 2020 Branch and bound for piecewise linear neural network verification. Zbl 1498.68153Bunel, Rudy; Turkaslan, Ilker; Torr, Philip H. S.; Kumar, M. Pawan; Lu, Jingyue; Kohli, Pushmeet 5 2020 ...and 1288 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 24,621 Authors 58 Sugiyama, Masashi 56 Bühlmann, Peter 49 Zhou, Dingxuan 39 Fan, Jianqing 36 Lian, Heng 35 Jordan, Michael Irwin 33 Suykens, Johan A. K. 33 Van de Geer, Sara Anna 32 Liu, Yufeng 30 Karniadakis, George Em 30 Wainwright, Martin J. 30 Wasserman, Larry Alan 29 Liu, Han 28 Wu, Qiang 27 Dunson, David Brian 27 Nott, David John 25 Cai, Tony Tony 24 Hullermeier, Eyke 24 Kanamori, Takafumi 23 Boyd, Stephen Poythress 23 Rosasco, Lorenzo A. 23 Steinwart, Ingo 22 Alquier, Pierre 22 Gasnikov, Alexander V. 22 Richtárik, Peter 21 Chen, Dirong 21 Huang, Jian 21 Li, Runze 21 Priebe, Carey E. 21 Suzuki, Taiji 21 Tsybakov, Alexandre B. 21 Yuan, Ming 20 Bertsimas, Dimitris John 20 Bouveyron, Charles 20 Schölkopf, Bernhard 20 Xiang, Dao-Hong 20 Yin, Wotao 19 Blanchard, Gilles 19 Toh, Kim Chuan 19 Wang, Shitong 18 Attouch, Hedy 18 Bach, Francis R. 18 Bartlett, Peter L. 18 Girolami, Mark A. 18 Jentzen, Arnulf 18 Murphy, Thomas Brendan 18 Sheng, Baohuai 18 Sun, Hongwei 18 Vehtari, Aki 17 De Baets, Bernard 17 Li, Luoqing 17 Mazumder, Rahul 17 Pedrycz, Witold 17 Pillonetto, Gianluigi 17 Rudin, Cynthia 17 Tran, Minh Ngoc 17 Waegeman, Willem 17 Zhang, Tong 17 Zhu, Ji 16 Carrizosa, Emilio 16 Chen, Hong 16 Chung, Fu-Lai 16 Corani, Giorgio 16 Hu, Ting 16 Larrañaga, Pedro 16 Latouche, Pierre 16 Le Thi, Hoai An 16 Levina, Elizaveta 16 Lv, Shaogao 16 Meinshausen, Nicolai 16 Michailidis, George C. 16 Mukherjee, Sayan 16 Perdikaris, Paris G. 16 Rinaldo, Alessandro 16 Xiu, Naihua 16 Zhou, Zhihua 15 Dalalyan, Arnak S. 15 Lecué, Guillaume 15 Lu, Zhaosong 15 Lugosi, Gábor 15 Mendelson, Shahar 15 Mohri, Mehryar 15 Pan, Shaohua 15 Peyré, Gabriel 15 Powell, Warren Buckler 15 Qu, Annie 15 Shen, Xiaotong 15 Sun, Defeng 15 Tong, Hongzhi 15 Ying, Yiming 15 Zhang, Cun-Hui 15 Zheng, Zemin 15 Zhou, Harrison H. 14 Bielza, Concha 14 Clémençon, Stéphan 14 Corander, Jukka 14 Drton, Mathias 14 Fadili, Jalal M. 14 Fukumizu, Kenji 14 Guo, Zheng-Chu ...and 24,521 more Authors all top 5 Cited in 700 Journals 701 Machine Learning 473 The Annals of Statistics 449 Journal of Machine Learning Research (JMLR) 430 Pattern Recognition 375 Electronic Journal of Statistics 360 Computational Statistics and Data Analysis 325 Information Sciences 290 Neural Computation 252 Statistics and Computing 247 Neural Networks 219 The Annals of Applied Statistics 202 Journal of Multivariate Analysis 195 Journal of the American Statistical Association 187 Data Mining and Knowledge Discovery 186 SIAM Journal on Optimization 184 International Journal of Approximate Reasoning 179 European Journal of Operational Research 170 Artificial Intelligence 170 Mathematical Programming. Series A. Series B 148 Bernoulli 142 Journal of Computational and Graphical Statistics 141 Journal of Computational Physics 137 Automatica 125 International Journal of Computer Vision 121 Computational Optimization and Applications 116 Applied and Computational Harmonic Analysis 115 Theoretical Computer Science 113 SIAM Journal on Scientific Computing 108 Computational Statistics 105 Journal of Statistical Planning and Inference 105 SIAM Journal on Mathematics of Data Science 104 Computer Methods in Applied Mechanics and Engineering 103 Statistical Science 98 Journal of Global Optimization 97 Advances in Data Analysis and Classification. ADAC 95 Journal of Statistical Computation and Simulation 94 Statistics & Probability Letters 91 Mathematical Problems in Engineering 86 SIAM Journal on Imaging Sciences 83 Journal of Optimization Theory and Applications 80 Journal of Applied Statistics 80 Bayesian Analysis 77 Annals of Operations Research 73 Applied Mathematics and Computation 73 Journal of Computational and Applied Mathematics 72 Annals of Mathematics and Artificial Intelligence 71 Statistical Analysis and Data Mining 68 Journal of Econometrics 67 Journal of Mathematical Imaging and Vision 66 SIAM Journal on Matrix Analysis and Applications 63 Optimization Letters 62 Soft Computing 60 Computers & Operations Research 60 Foundations of Computational Mathematics 59 Journal of Classification 59 Statistica Sinica 58 Journal of Scientific Computing 57 Optimization Methods & Software 56 Communications in Statistics. Simulation and Computation 55 Physica A 55 INFORMS Journal on Computing 54 Communications in Statistics. Theory and Methods 54 Analysis and Applications (Singapore) 53 Annals of the Institute of Statistical Mathematics 53 Linear Algebra and its Applications 52 Operations Research 51 The Journal of Artificial Intelligence Research (JAIR) 50 Test 50 International Journal of Wavelets, Multiresolution and Information Processing 49 Biometrics 49 Journal of Computer and System Sciences 48 Mathematics of Operations Research 47 Computational & Mathematical Methods in Medicine 46 SIAM/ASA Journal on Uncertainty Quantification 44 Psychometrika 44 Statistical Papers 42 Journal of the Franklin Institute 42 Journal of Complexity 42 Advances in Computational Mathematics 42 Journal of Theoretical Biology 40 Fuzzy Sets and Systems 39 Applied Mathematical Modelling 39 Quantitative Finance 38 Inverse Problems 37 International Journal of Applied Mathematics and Computer Science 36 Journal of the Korean Statistical Society 34 Discrete Applied Mathematics 34 Science China. Mathematics 33 SIAM Journal on Computing 32 Journal of Statistical Mechanics: Theory and Experiment 31 Computers & Mathematics with Applications 30 Physica D 30 The Annals of Applied Probability 29 Computational Geosciences 29 Mathematical Biosciences and Engineering 29 Journal of the Operations Research Society of China 28 Journal of Mathematical Psychology 27 Journal of the Royal Statistical Society. Series B. Statistical Methodology 27 Statistical Methods and Applications 26 Journal of Mathematical Analysis and Applications ...and 600 more Journals all top 5 Cited in 61 Fields 7,457 Statistics (62-XX) 5,995 Computer science (68-XX) 2,439 Operations research, mathematical programming (90-XX) 2,013 Numerical analysis (65-XX) 984 Probability theory and stochastic processes (60-XX) 745 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 681 Biology and other natural sciences (92-XX) 670 Information and communication theory, circuits (94-XX) 558 Combinatorics (05-XX) 464 Linear and multilinear algebra; matrix theory (15-XX) 409 Systems theory; control (93-XX) 383 Calculus of variations and optimal control; optimization (49-XX) 257 Functional analysis (46-XX) 213 Partial differential equations (35-XX) 189 Operator theory (47-XX) 141 Dynamical systems and ergodic theory (37-XX) 133 Statistical mechanics, structure of matter (82-XX) 126 Fluid mechanics (76-XX) 123 Approximations and expansions (41-XX) 112 Mechanics of deformable solids (74-XX) 111 Geophysics (86-XX) 102 Algebraic topology (55-XX) 99 Quantum theory (81-XX) 98 Harmonic analysis on Euclidean spaces (42-XX) 96 Differential geometry (53-XX) 72 Convex and discrete geometry (52-XX) 59 Ordinary differential equations (34-XX) 52 Algebraic geometry (14-XX) 49 Global analysis, analysis on manifolds (58-XX) 47 Mathematical logic and foundations (03-XX) 36 General and overarching topics; collections (00-XX) 33 General topology (54-XX) 32 Real functions (26-XX) 32 Mechanics of particles and systems (70-XX) 28 Measure and integration (28-XX) 27 Integral equations (45-XX) 21 Geometry (51-XX) 20 History and biography (01-XX) 20 Manifolds and cell complexes (57-XX) 17 Optics, electromagnetic theory (78-XX) 13 Commutative algebra (13-XX) 13 Classical thermodynamics, heat transfer (80-XX) 13 Relativity and gravitational theory (83-XX) 12 Order, lattices, ordered algebraic structures (06-XX) 12 Number theory (11-XX) 12 Special functions (33-XX) 10 Topological groups, Lie groups (22-XX) 10 Astronomy and astrophysics (85-XX) 9 Category theory; homological algebra (18-XX) 9 Functions of a complex variable (30-XX) 8 Difference and functional equations (39-XX) 7 Group theory and generalizations (20-XX) 7 Integral transforms, operational calculus (44-XX) 6 Potential theory (31-XX) 6 Several complex variables and analytic spaces (32-XX) 5 Abstract harmonic analysis (43-XX) 5 Mathematics education (97-XX) 2 Associative rings and algebras (16-XX) 2 Nonassociative rings and algebras (17-XX) 1 General algebraic systems (08-XX) 1 Field theory and polynomials (12-XX) Citations by Year