Angelino, Elaine; Larus-Stone, Nicholas; Alabi, Daniel; Seltzer, Margo; Rudin, Cynthia Learning certifiably optimal rule lists for categorical data. (English) Zbl 1473.68134 J. Mach. Learn. Res. 18(2017-2018), Paper No. 234, 78 p. (2018). MSC: 68T05 62H30 62P25 PDFBibTeX XMLCite \textit{E. Angelino} et al., J. Mach. Learn. Res. 18, Paper No. 234, 78 p. (2018; Zbl 1473.68134) Full Text: arXiv Link
Szabó, Zoltán; Sriperumbudur, Bharath K. Characteristic and universal tensor product kernels. (English) Zbl 1473.62125 J. Mach. Learn. Res. 18(2017-2018), Paper No. 233, 29 p. (2018). MSC: 62G07 60B11 68T05 PDFBibTeX XMLCite \textit{Z. Szabó} and \textit{B. K. Sriperumbudur}, J. Mach. Learn. Res. 18, Paper No. 233, 29 p. (2018; Zbl 1473.62125) Full Text: arXiv Link
Price, Bradley S.; Sherwood, Ben A cluster elastic net for multivariate regression. (English) Zbl 1473.62243 J. Mach. Learn. Res. 18(2017-2018), Paper No. 232, 39 p. (2018). MSC: 62J05 62H30 62J07 68T05 PDFBibTeX XMLCite \textit{B. S. Price} and \textit{B. Sherwood}, J. Mach. Learn. Res. 18, Paper No. 232, 39 p. (2018; Zbl 1473.62243) Full Text: arXiv Link
Chen, Likai; Wu, Wei Biao Concentration inequalities for empirical processes of linear time series. (English) Zbl 1476.60039 J. Mach. Learn. Res. 18(2017-2018), Paper No. 231, 46 p. (2018). MSC: 60E15 62M10 PDFBibTeX XMLCite \textit{L. Chen} and \textit{W. B. Wu}, J. Mach. Learn. Res. 18, Paper No. 231, 46 p. (2018; Zbl 1476.60039)
Smith, Virginia; Forte, Simone; Ma, Chenxin; Takáč, Martin; Jordan, Michael I.; Jaggi, Martin CoCoA: a general framework for communication-efficient distributed optimization. (English) Zbl 1473.68167 J. Mach. Learn. Res. 18(2017-2018), Paper No. 230, 49 p. (2018). MSC: 68T05 68W15 90C25 PDFBibTeX XMLCite \textit{V. Smith} et al., J. Mach. Learn. Res. 18, Paper No. 230, 49 p. (2018; Zbl 1473.68167) Full Text: arXiv Link
Sabato, Sivan; Hess, Tom Interactive algorithms: pool, stream and precognitive stream. (English) Zbl 1473.68162 J. Mach. Learn. Res. 18(2017-2018), Paper No. 229, 39 p. (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{S. Sabato} and \textit{T. Hess}, J. Mach. Learn. Res. 18, Paper No. 229, 39 p. (2018; Zbl 1473.68162) Full Text: Link
van Rooyen, Brendan; Williamson, Robert C. A theory of learning with corrupted labels. (English) Zbl 1473.68174 J. Mach. Learn. Res. 18(2017-2018), Paper No. 228, 50 p. (2018). MSC: 68T05 62G05 62H30 PDFBibTeX XMLCite \textit{B. van Rooyen} and \textit{R. C. Williamson}, J. Mach. Learn. Res. 18, Paper No. 228, 50 p. (2018; Zbl 1473.68174) Full Text: Link
Döring, Maik; Györfi, László; Walk, Harro Rate of convergence of \(k\)-nearest-neighbor classification rule. (English) Zbl 1473.62215 J. Mach. Learn. Res. 18(2017-2018), Paper No. 227, 16 p. (2018). MSC: 62H30 62C10 PDFBibTeX XMLCite \textit{M. Döring} et al., J. Mach. Learn. Res. 18, Paper No. 227, 16 p. (2018; Zbl 1473.62215) Full Text: Link
Athreya, Avanti; Fishkind, Donniell E.; Tang, Minh; Priebe, Carey E.; Park, Youngser; Vogelstein, Joshua T.; Levin, Keith; Lyzinski, Vince; Qin, Yichen; Sussman, Daniel L. Statistical inference on random dot product graphs: a survey. (English) Zbl 1473.05279 J. Mach. Learn. Res. 18(2017-2018), Paper No. 226, 92 p. (2018). MSC: 05C80 05C76 05-02 62H10 62H30 62H15 05C90 05C50 05C82 PDFBibTeX XMLCite \textit{A. Athreya} et al., J. Mach. Learn. Res. 18, Paper No. 226, 92 p. (2018; Zbl 1473.05279) Full Text: arXiv Link
Ali, Hafiz Tiomoko; Couillet, Romain Improved spectral community detection in large heterogeneous networks. (English) Zbl 1470.68070 J. Mach. Learn. Res. 18(2017-2018), Paper No. 225, 49 p. (2018). MSC: 68T05 05C50 05C80 05C82 60B20 62H30 PDFBibTeX XMLCite \textit{H. T. Ali} and \textit{R. Couillet}, J. Mach. Learn. Res. 18, Paper No. 225, 49 p. (2018; Zbl 1470.68070) Full Text: Link
Park, Gunwoong; Raskutti, Garvesh Learning quadratic variance function (QVF) DAG models via overdispersion scoring (ODS). (English) Zbl 1470.68156 J. Mach. Learn. Res. 18(2017-2018), Paper No. 224, 44 p. (2018). MSC: 68T05 62H22 PDFBibTeX XMLCite \textit{G. Park} and \textit{G. Raskutti}, J. Mach. Learn. Res. 18, Paper No. 224, 44 p. (2018; Zbl 1470.68156) Full Text: arXiv Link
Jain, Prateek; Kakade, Sham M.; Kidambi, Rahul; Netrapalli, Praneeth; Sidford, Aaron Parallelizing stochastic gradient descent for least squares regression: mini-batching, averaging, and model misspecification. (English) Zbl 1469.68088 J. Mach. Learn. Res. 18(2017-2018), Paper No. 223, 42 p. (2018). MSC: 68T05 62J05 68W10 90C15 PDFBibTeX XMLCite \textit{P. Jain} et al., J. Mach. Learn. Res. 18, Paper No. 223, 42 p. (2018; Zbl 1469.68088) Full Text: arXiv Link
Gonen, Alon; Shalev-Shwartz, Shai Average stability is invariant to data preconditioning. Implications to exp-concave empirical risk minimization. (English) Zbl 1473.62257 J. Mach. Learn. Res. 18(2017-2018), Paper No. 222, 13 p. (2018). MSC: 62J12 68T05 PDFBibTeX XMLCite \textit{A. Gonen} and \textit{S. Shalev-Shwartz}, J. Mach. Learn. Res. 18, Paper No. 222, 13 p. (2018; Zbl 1473.62257) Full Text: arXiv Link
Allen-Zhu, Zeyuan Katyusha: the first direct acceleration of stochastic gradient methods. (English) Zbl 1475.90044 J. Mach. Learn. Res. 18(2017-2018), Paper No. 221, 51 p. (2018). MSC: 90C15 90C25 PDFBibTeX XMLCite \textit{Z. Allen-Zhu}, J. Mach. Learn. Res. 18, Paper No. 221, 51 p. (2018; Zbl 1475.90044) Full Text: Link
Perković, Emilija; Textor, Johannes; Kalisch, Markus; Maathuis, Marloes H. Complete graphical characterization and construction of adjustment sets in Markov equivalence classes of ancestral graphs. (English) Zbl 1473.62199 J. Mach. Learn. Res. 18(2017-2018), Paper No. 220, 62 p. (2018). MSC: 62H22 05C90 PDFBibTeX XMLCite \textit{E. Perković} et al., J. Mach. Learn. Res. 18, Paper No. 220, 62 p. (2018; Zbl 1473.62199) Full Text: arXiv Link
Grünewälder, Steffen Compact convex projections. (English) Zbl 1469.68166 J. Mach. Learn. Res. 18(2017-2018), Paper No. 219, 43 p. (2018). MSC: 68W25 46E22 62G08 62J07 68T05 90C25 PDFBibTeX XMLCite \textit{S. Grünewälder}, J. Mach. Learn. Res. 18, Paper No. 219, 43 p. (2018; Zbl 1469.68166) Full Text: Link
Wang, Shusen; Gittens, Alex; Mahoney, Michael W. Sketched ridge regression: optimization perspective, statistical perspective, and model averaging. (English) Zbl 1473.62253 J. Mach. Learn. Res. 18(2017-2018), Paper No. 218, 50 p. (2018). MSC: 62J07 60B20 PDFBibTeX XMLCite \textit{S. Wang} et al., J. Mach. Learn. Res. 18, Paper No. 218, 50 p. (2018; Zbl 1473.62253) Full Text: arXiv Link
Hao, Botao; Sun, Will Wei; Liu, Yufeng; Cheng, Guang Simultaneous clustering and estimation of heterogeneous graphical models. (English) Zbl 1473.62220 J. Mach. Learn. Res. 18(2017-2018), Paper No. 217, 58 p. (2018). MSC: 62H30 62H22 PDFBibTeX XMLCite \textit{B. Hao} et al., J. Mach. Learn. Res. 18, Paper No. 217, 58 p. (2018; Zbl 1473.62220) Full Text: arXiv Link
Buccapatnam, Swapna; Liu, Fang; Eryilmaz, Atilla; Shroff, Ness B. Reward maximization under uncertainty: leveraging side-observations on networks. (English) Zbl 1473.62017 J. Mach. Learn. Res. 18(2017-2018), Paper No. 216, 34 p. (2018). MSC: 62C05 05C90 62P25 91D30 PDFBibTeX XMLCite \textit{S. Buccapatnam} et al., J. Mach. Learn. Res. 18, Paper No. 216, 34 p. (2018; Zbl 1473.62017) Full Text: arXiv Link
Kasai, Hiroyuki SGDLibrary: a MATLAB library for stochastic optimization algorithms. (English) Zbl 1473.90001 J. Mach. Learn. Res. 18(2017-2018), Paper No. 215, 5 p. (2018). MSC: 90-04 68T05 90C15 PDFBibTeX XMLCite \textit{H. Kasai}, J. Mach. Learn. Res. 18, Paper No. 215, 5 p. (2018; Zbl 1473.90001) Full Text: arXiv Link
Bacry, Emmanuel; Bompaire, Martin; Deegan, Philip; Gaïffas, Stéphane; Poulsen, Søren V. tick: a Python library for statistical learning, with an emphasis on Hawkes processes and time-dependent models. (English) Zbl 1473.62012 J. Mach. Learn. Res. 18(2017-2018), Paper No. 214, 5 p. (2018). MSC: 62-04 62J12 62N05 60G55 68T05 90-04 PDFBibTeX XMLCite \textit{E. Bacry} et al., J. Mach. Learn. Res. 18, Paper No. 214, 5 p. (2018; Zbl 1473.62012) Full Text: arXiv Link
Painsky, Amichai; Tishby, Naftali Gaussian lower bound for the information bottleneck limit. (English) Zbl 1473.62015 J. Mach. Learn. Res. 18(2017-2018), Paper No. 213, 29 p. (2018). MSC: 62B10 62H20 94A17 PDFBibTeX XMLCite \textit{A. Painsky} and \textit{N. Tishby}, J. Mach. Learn. Res. 18, Paper No. 213, 29 p. (2018; Zbl 1473.62015) Full Text: arXiv Link
Lin, Hongzhou; Mairal, Julien; Harchaoui, Zaid Catalyst acceleration for first-order convex optimization: from theory to practice. (English) Zbl 1469.68101 J. Mach. Learn. Res. 18(2017-2018), Paper No. 212, 54 p. (2018). MSC: 68T20 68T05 90C25 90C52 PDFBibTeX XMLCite \textit{H. Lin} et al., J. Mach. Learn. Res. 18, Paper No. 212, 54 p. (2018; Zbl 1469.68101) Full Text: arXiv Link
Yang, Jiyan; Chow, Yin-Lam; Ré, Christopher; Mahoney, Michael W. Weighted SGD for \(\ell_p\) regression with randomized preconditioning. (English) Zbl 1448.68381 J. Mach. Learn. Res. 18(2017-2018), Paper No. 211, 43 p. (2018). MSC: 68T05 68Q25 68W20 90C15 PDFBibTeX XMLCite \textit{J. Yang} et al., J. Mach. Learn. Res. 18, Paper No. 211, 43 p. (2018; Zbl 1448.68381) Full Text: Link
Borgs, Christian; Chayes, Jennifer T.; Cohn, Henry; Holden, Nina Sparse exchangeable graphs and their limits via graphon processes. (English) Zbl 1469.60158 J. Mach. Learn. Res. 18(2017-2018), Paper No. 210, 71 p. (2018). MSC: 60G57 05C90 60G09 60G55 62H99 PDFBibTeX XMLCite \textit{C. Borgs} et al., J. Mach. Learn. Res. 18, Paper No. 210, 71 p. (2018; Zbl 1469.60158) Full Text: arXiv Link
Tarzanagh, Davoud Ataee; Michailidis, George Estimation of graphical models through structured norm minimization. (English) Zbl 1473.62200 J. Mach. Learn. Res. 18(2017-2018), Paper No. 209, 48 p. (2018). MSC: 62H22 62M05 62M40 PDFBibTeX XMLCite \textit{D. A. Tarzanagh} and \textit{G. Michailidis}, J. Mach. Learn. Res. 18, Paper No. 209, 48 p. (2018; Zbl 1473.62200) Full Text: arXiv Link
Shen, Jie; Li, Ping A tight bound of hard thresholding. (English) Zbl 1473.62287 J. Mach. Learn. Res. 18(2017-2018), Paper No. 208, 42 p. (2018). MSC: 62L20 68T05 PDFBibTeX XMLCite \textit{J. Shen} and \textit{P. Li}, J. Mach. Learn. Res. 18, Paper No. 208, 42 p. (2018; Zbl 1473.62287) Full Text: arXiv Link
Fan, Jianqing; Wang, Weichen; Zhong, Yiqiao An \(\ell_{\infty}\) eigenvector perturbation bound and its application. (English) Zbl 1473.15015 J. Mach. Learn. Res. 18(2017-2018), Paper No. 207, 42 p. (2018). MSC: 15A18 47A55 65F50 65F55 68T05 PDFBibTeX XMLCite \textit{J. Fan} et al., J. Mach. Learn. Res. 18, Paper No. 207, 42 p. (2018; Zbl 1473.15015) Full Text: arXiv Link
Ray, Avik; Neeman, Joe; Sanghavi, Sujay; Shakkottai, Sanjay The search problem in mixture models. (English) Zbl 1469.68102 J. Mach. Learn. Res. 18(2017-2018), Paper No. 206, 61 p. (2018). MSC: 68T20 62H30 68T05 PDFBibTeX XMLCite \textit{A. Ray} et al., J. Mach. Learn. Res. 18, Paper No. 206, 61 p. (2018; Zbl 1469.68102) Full Text: arXiv Link
Zarezade, Ali; De, Abir; Upadhyay, Utkarsh; Rabiee, Hamid R.; Gomez-Rodriguez, Manuel Steering social activity: a stochastic optimal control point of view. (English) Zbl 1471.91407 J. Mach. Learn. Res. 18(2017-2018), Paper No. 205, 35 p. (2018). MSC: 91D30 93E20 60G55 60H30 PDFBibTeX XMLCite \textit{A. Zarezade} et al., J. Mach. Learn. Res. 18, Paper No. 205, 35 p. (2018; Zbl 1471.91407) Full Text: arXiv Link
Zhang, Quan; Zhou, Mingyuan Permuted and augmented stick-breaking Bayesian multinomial regression. (English) Zbl 1473.62259 J. Mach. Learn. Res. 18(2017-2018), Paper No. 204, 33 p. (2018). MSC: 62J12 62G08 PDFBibTeX XMLCite \textit{Q. Zhang} and \textit{M. Zhou}, J. Mach. Learn. Res. 18, Paper No. 204, 33 p. (2018; Zbl 1473.62259) Full Text: arXiv Link
Lu, Junwei; Kolar, Mladen; Liu, Han Post-regularization inference for time-varying nonparanormal graphical models. (English) Zbl 1473.62198 J. Mach. Learn. Res. 18(2017-2018), Paper No. 203, 78 p. (2018). MSC: 62H22 62H15 62P10 PDFBibTeX XMLCite \textit{J. Lu} et al., J. Mach. Learn. Res. 18, Paper No. 203, 78 p. (2018; Zbl 1473.62198) Full Text: arXiv Link
Liang, Shuhan; Lu, Wenbin; Song, Rui; Wang, Lan Sparse concordance-assisted learning for optimal treatment decision. (English) Zbl 1469.68093 J. Mach. Learn. Res. 18(2017-2018), Paper No. 202, 26 p. (2018). MSC: 68T05 62P10 PDFBibTeX XMLCite \textit{S. Liang} et al., J. Mach. Learn. Res. 18, Paper No. 202, 26 p. (2018; Zbl 1469.68093) Full Text: Link
Konev, Boris; Lutz, Carsten; Ozaki, Ana; Wolter, Frank Exact learning of lightweight description logic ontologies. (English) Zbl 1469.68106 J. Mach. Learn. Res. 18(2017-2018), Paper No. 201, 63 p. (2018). MSC: 68T30 68Q32 68T27 PDFBibTeX XMLCite \textit{B. Konev} et al., J. Mach. Learn. Res. 18, Paper No. 201, 63 p. (2018; Zbl 1469.68106) Full Text: arXiv Link
Helmbold, David P.; Long, Philip M. Surprising properties of dropout in deep networks. (English) Zbl 1469.68099 J. Mach. Learn. Res. 18(2017-2018), Paper No. 200, 28 p. (2018). MSC: 68T07 62M45 68T05 PDFBibTeX XMLCite \textit{D. P. Helmbold} and \textit{P. M. Long}, J. Mach. Learn. Res. 18, Paper No. 200, 28 p. (2018; Zbl 1469.68099) Full Text: arXiv Link
Shah, Nihar B.; Wainwright, Martin J. Simple, robust and optimal ranking from pairwise comparisons. (English) Zbl 1473.62078 J. Mach. Learn. Res. 18(2017-2018), Paper No. 199, 38 p. (2018). MSC: 62F07 62J15 PDFBibTeX XMLCite \textit{N. B. Shah} and \textit{M. J. Wainwright}, J. Mach. Learn. Res. 18, Paper No. 199, 38 p. (2018; Zbl 1473.62078) Full Text: arXiv Link
Patrascu, Andrei; Necoara, Ion Nonasymptotic convergence of stochastic proximal point methods for constrained convex optimization. (English) Zbl 1475.90048 J. Mach. Learn. Res. 18(2017-2018), Paper No. 198, 42 p. (2018). MSC: 90C15 90C25 68T05 PDFBibTeX XMLCite \textit{A. Patrascu} and \textit{I. Necoara}, J. Mach. Learn. Res. 18, Paper No. 198, 42 p. (2018; Zbl 1475.90048) Full Text: arXiv Link
Boyd, Nicholas; Hastie, Trevor; Boyd, Stephen; Recht, Benjamin; Jordan, Michael I. Saturating splines and feature selection. (English) Zbl 1473.62248 J. Mach. Learn. Res. 18(2017-2018), Paper No. 197, 32 p. (2018). MSC: 62J07 46N10 65D07 PDFBibTeX XMLCite \textit{N. Boyd} et al., J. Mach. Learn. Res. 18, Paper No. 197, 32 p. (2018; Zbl 1473.62248) Full Text: arXiv Link
Bertsimas, Dimitris; Pawlowski, Colin; Zhuo, Ying Daisy From predictive methods to missing data imputation: an optimization approach. (English) Zbl 1473.62021 J. Mach. Learn. Res. 18(2017-2018), Paper No. 196, 39 p. (2018). MSC: 62C25 62H25 62D10 PDFBibTeX XMLCite \textit{D. Bertsimas} et al., J. Mach. Learn. Res. 18, Paper No. 196, 39 p. (2018; Zbl 1473.62021) Full Text: Link
Kontorovich, Aryeh; Sabato, Sivan; Urner, Ruth Active nearest-neighbor learning in metric spaces. (English) Zbl 1469.68091 J. Mach. Learn. Res. 18(2017-2018), Paper No. 195, 38 p. (2018). MSC: 68T05 62G05 62H30 PDFBibTeX XMLCite \textit{A. Kontorovich} et al., J. Mach. Learn. Res. 18, Paper No. 195, 38 p. (2018; Zbl 1469.68091) Full Text: arXiv Link
Tikka, Santtu; Karvanen, Juha Enhancing identification of causal effects by pruning. (English) Zbl 1469.68097 J. Mach. Learn. Res. 18(2017-2018), Paper No. 194, 23 p. (2018). MSC: 68T05 62H20 PDFBibTeX XMLCite \textit{S. Tikka} and \textit{J. Karvanen}, J. Mach. Learn. Res. 18, Paper No. 194, 23 p. (2018; Zbl 1469.68097) Full Text: arXiv Link
Achab, Massil; Bacry, Emmanuel; Gaïffas, Stéphane; Mastromatteo, Iacopo; Muzy, Jean-François Uncovering causality from multivariate Hawkes integrated cumulants. (English) Zbl 1472.62076 J. Mach. Learn. Res. 18(2017-2018), Paper No. 192, 28 p. (2018). MSC: 62H12 62G05 62P05 60G55 PDFBibTeX XMLCite \textit{M. Achab} et al., J. Mach. Learn. Res. 18, Paper No. 192, 28 p. (2018; Zbl 1472.62076) Full Text: arXiv Link
Kusano, Genki; Fukumizu, Kenji; Hiraoka, Yasuaki Kernel method for persistence diagrams via kernel embedding and weight factor. (English) Zbl 1472.62179 J. Mach. Learn. Res. 18(2017-2018), Paper No. 189, 41 p. (2018). MSC: 62R40 62P30 PDFBibTeX XMLCite \textit{G. Kusano} et al., J. Mach. Learn. Res. 18, Paper No. 189, 41 p. (2018; Zbl 1472.62179) Full Text: arXiv Link
Palowitch, John; Bhamidi, Shankar; Nobel, Andrew B. Significance-based community detection in weighted networks. (English) Zbl 1472.62123 J. Mach. Learn. Res. 18(2017-2018), Paper No. 188, 48 p. (2018). MSC: 62J15 62F03 60F05 68T05 05C90 PDFBibTeX XMLCite \textit{J. Palowitch} et al., J. Mach. Learn. Res. 18, Paper No. 188, 48 p. (2018; Zbl 1472.62123) Full Text: arXiv Link
Hubara, Itay; Courbariaux, Matthieu; Soudry, Daniel; El-Yaniv, Ran; Bengio, Yoshua Quantized neural networks: training neural networks with low precision weights and activations. (English) Zbl 1468.68183 J. Mach. Learn. Res. 18(2017-2018), Paper No. 187, 30 p. (2018). MSC: 68T07 62M45 68T45 PDFBibTeX XMLCite \textit{I. Hubara} et al., J. Mach. Learn. Res. 18, Paper No. 187, 30 p. (2018; Zbl 1468.68183) Full Text: arXiv Link
Hajek, Bruce; Wu, Yihong; Xu, Jiaming Submatrix localization via message passing. (English) Zbl 1468.68155 J. Mach. Learn. Res. 18(2017-2018), Paper No. 186, 52 p. (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{B. Hajek} et al., J. Mach. Learn. Res. 18, Paper No. 186, 52 p. (2018; Zbl 1468.68155) Full Text: arXiv Link
Li, Lisha; Jamieson, Kevin; DeSalvo, Giulia; Rostamizadeh, Afshin; Talwalkar, Ameet Hyperband: a novel bandit-based approach to hyperparameter optimization. (English) Zbl 1468.68204 J. Mach. Learn. Res. 18(2017-2018), Paper No. 185, 52 p. (2018). MSC: 68T20 68T05 68T07 68W27 90C59 PDFBibTeX XMLCite \textit{L. Li} et al., J. Mach. Learn. Res. 18, Paper No. 185, 52 p. (2018; Zbl 1468.68204) Full Text: arXiv Link
Li, Xingguo; Zhao, Tuo; Arora, Raman; Liu, Han; Hong, Mingyi On faster convergence of cyclic block coordinate descent-type methods for strongly convex minimization. (English) Zbl 1404.68112 J. Mach. Learn. Res. 18(2017-2018), Paper No. 184, 24 p. (2018). MSC: 68T05 90C25 PDFBibTeX XMLCite \textit{X. Li} et al., J. Mach. Learn. Res. 18, Paper No. 184, 24 p. (2018; Zbl 1404.68112) Full Text: arXiv Link
Li, Zifan; Tewari, Ambuj Beyond the hazard rate: more perturbation algorithms for adversarial multi-armed bandits. (English) Zbl 1468.68161 J. Mach. Learn. Res. 18(2017-2018), Paper No. 183, 24 p. (2018). MSC: 68T05 62C05 62N05 68W27 90C90 91A20 91A60 PDFBibTeX XMLCite \textit{Z. Li} and \textit{A. Tewari}, J. Mach. Learn. Res. 18, Paper No. 183, 24 p. (2018; Zbl 1468.68161) Full Text: arXiv Link
Lian, Heng; Fan, Zengyan Divide-and-conquer for debiased \(l_1\)-norm support vector machine in ultra-high dimensions. (English) Zbl 1468.68158 J. Mach. Learn. Res. 18(2017-2018), Paper No. 182, 26 p. (2018). MSC: 68T05 62H30 62J07 90C90 PDFBibTeX XMLCite \textit{H. Lian} and \textit{Z. Fan}, J. Mach. Learn. Res. 18, Paper No. 182, 26 p. (2018; Zbl 1468.68158) Full Text: Link
Probst, Philipp; Boulesteix, Anne-Laure To tune or not to tune the number of trees in random forest. (English) Zbl 1468.68164 J. Mach. Learn. Res. 18(2017-2018), Paper No. 181, 18 p. (2018). MSC: 68T05 05C05 62H30 62J02 PDFBibTeX XMLCite \textit{P. Probst} and \textit{A.-L. Boulesteix}, J. Mach. Learn. Res. 18, Paper No. 181, 18 p. (2018; Zbl 1468.68164) Full Text: arXiv Link
Sasaki, Hiroaki; Kanamori, Takafumi; Hyvärinen, Aapo; Niu, Gang; Sugiyama, Masashi Mode-seeking clustering and density ridge estimation via direct estimation of density-derivative-ratios. (English) Zbl 1468.68168 J. Mach. Learn. Res. 18(2017-2018), Paper No. 180, 47 p. (2018). MSC: 68T05 62G07 62H30 62J07 PDFBibTeX XMLCite \textit{H. Sasaki} et al., J. Mach. Learn. Res. 18, Paper No. 180, 47 p. (2018; Zbl 1468.68168) Full Text: arXiv Link
Yao, Quanming; Kwok, James T. Efficient learning with a family of nonconvex regularizers by redistributing nonconvexity. (English) Zbl 1468.68177 J. Mach. Learn. Res. 18(2017-2018), Paper No. 179, 52 p. (2018). MSC: 68T05 62J07 90C26 PDFBibTeX XMLCite \textit{Q. Yao} and \textit{J. T. Kwok}, J. Mach. Learn. Res. 18, Paper No. 179, 52 p. (2018; Zbl 1468.68177) Full Text: arXiv Link
Shah, Rajen D.; Meinshausen, Nicolai On \(b\)-bit min-wise hashing for large-scale regression and classification with sparse data. (English) Zbl 1468.68170 J. Mach. Learn. Res. 18(2017-2018), Paper No. 178, 42 p. (2018). MSC: 68T05 62H30 62J07 PDFBibTeX XMLCite \textit{R. D. Shah} and \textit{N. Meinshausen}, J. Mach. Learn. Res. 18, Paper No. 178, 42 p. (2018; Zbl 1468.68170) Full Text: arXiv Link
Abbe, Emmanuel Community detection and stochastic block models: recent developments. (English) Zbl 1403.62110 J. Mach. Learn. Res. 18(2017-2018), Paper No. 177, 86 p. (2018). MSC: 62H30 05C80 62-02 62-07 PDFBibTeX XMLCite \textit{E. Abbe}, J. Mach. Learn. Res. 18, Paper No. 177, 86 p. (2018; Zbl 1403.62110) Full Text: arXiv Link
Madrid Padilla, Oscar Hernan; Sharpnack, James; Scott, James G.; Tibshirani, Ryan J. The DFS fused Lasso: linear-time denoising over general graphs. (English) Zbl 1471.62421 J. Mach. Learn. Res. 18(2017-2018), Paper No. 176, 36 p. (2018). MSC: 62J07 62H22 05C90 PDFBibTeX XMLCite \textit{O. H. Madrid Padilla} et al., J. Mach. Learn. Res. 18, Paper No. 176, 36 p. (2018; Zbl 1471.62421) Full Text: arXiv Link
Tosh, Christopher; Dasgupta, Sanjoy Maximum likelihood estimation for mixtures of spherical Gaussians is NP-hard. (English) Zbl 1467.68059 J. Mach. Learn. Res. 18(2017-2018), Paper No. 175, 11 p. (2018). MSC: 68Q17 62F10 PDFBibTeX XMLCite \textit{C. Tosh} and \textit{S. Dasgupta}, J. Mach. Learn. Res. 18, Paper No. 175, 11 p. (2018; Zbl 1467.68059) Full Text: Link
Nogueira, Sarah; Sechidis, Konstantinos; Brown, Gavin On the stability of feature selection algorithms. (English) Zbl 1471.62267 J. Mach. Learn. Res. 18(2017-2018), Paper No. 174, 54 p. (2018). MSC: 62F07 62F03 62R07 PDFBibTeX XMLCite \textit{S. Nogueira} et al., J. Mach. Learn. Res. 18, Paper No. 174, 54 p. (2018; Zbl 1471.62267) Full Text: Link
Du, Jian; Ma, Shaodan; Wu, Yik-Chung; Kar, Soummya; Moura, José M. F. Convergence analysis of distributed inference with vector-valued Gaussian belief propagation. (English) Zbl 1471.62389 J. Mach. Learn. Res. 18(2017-2018), Paper No. 172, 38 p. (2018). MSC: 62H22 60G15 PDFBibTeX XMLCite \textit{J. Du} et al., J. Mach. Learn. Res. 18, Paper No. 172, 38 p. (2018; Zbl 1471.62389) Full Text: arXiv Link
Lei, Yunwen; Shi, Lei; Guo, Zheng-Chu Convergence of unregularized online learning algorithms. (English) Zbl 1467.68226 J. Mach. Learn. Res. 18(2017-2018), Paper No. 171, 33 p. (2018). MSC: 68W27 46E22 60F15 60F25 60G44 68T05 PDFBibTeX XMLCite \textit{Y. Lei} et al., J. Mach. Learn. Res. 18, Paper No. 171, 33 p. (2018; Zbl 1467.68226) Full Text: arXiv Link
Angiulli, Fabrizio On the behavior of intrinsically high-dimensional spaces: distances, direct and reverse nearest neighbors, and hubness. (English) Zbl 1471.62368 J. Mach. Learn. Res. 18(2017-2018), Paper No. 170, 60 p. (2018). MSC: 62H12 62R07 PDFBibTeX XMLCite \textit{F. Angiulli}, J. Mach. Learn. Res. 18, Paper No. 170, 60 p. (2018; Zbl 1471.62368) Full Text: Link
Wu, Siqi; Yu, Bin Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. (English) Zbl 1467.68155 J. Mach. Learn. Res. 18(2017-2018), Paper No. 168, 56 p. (2018). MSC: 68T05 62F10 62H12 90C26 PDFBibTeX XMLCite \textit{S. Wu} and \textit{B. Yu}, J. Mach. Learn. Res. 18, Paper No. 168, 56 p. (2018; Zbl 1467.68155) Full Text: arXiv Link
Chow, Yinlam; Ghavamzadeh, Mohammad; Janson, Lucas; Pavone, Marco Risk-constrained reinforcement learning with percentile risk criteria. (English) Zbl 1471.90160 J. Mach. Learn. Res. 18(2017-2018), Paper No. 167, 51 p. (2018). MSC: 90C40 68T05 62C05 PDFBibTeX XMLCite \textit{Y. Chow} et al., J. Mach. Learn. Res. 18, Paper No. 167, 51 p. (2018; Zbl 1471.90160) Full Text: arXiv Link
Yuan, Xiao-Tong; Li, Ping; Zhang, Tong Gradient hard thresholding pursuit. (English) Zbl 1471.90114 J. Mach. Learn. Res. 18(2017-2018), Paper No. 166, 43 p. (2018). MSC: 90C25 PDFBibTeX XMLCite \textit{X.-T. Yuan} et al., J. Mach. Learn. Res. 18, Paper No. 166, 43 p. (2018; Zbl 1471.90114) Full Text: Link
Li, Qianxiao; Chen, Long; Tai, Cheng; E, Weinan Maximum principle based algorithms for deep learning. (English) Zbl 1467.68156 J. Mach. Learn. Res. 18(2017-2018), Paper No. 165, 29 p. (2018). MSC: 68T07 49N90 62M45 PDFBibTeX XMLCite \textit{Q. Li} et al., J. Mach. Learn. Res. 18, Paper No. 165, 29 p. (2018; Zbl 1467.68156) Full Text: arXiv Link
Morningstar, Alan; Melko, Roger G. Deep learning the Ising model near criticality. (English) Zbl 1467.68157 J. Mach. Learn. Res. 18(2017-2018), Paper No. 163, 17 p. (2018). MSC: 68T07 62M45 82B20 PDFBibTeX XMLCite \textit{A. Morningstar} and \textit{R. G. Melko}, J. Mach. Learn. Res. 18, Paper No. 163, 17 p. (2018; Zbl 1467.68157) Full Text: arXiv Link
George, Clint P.; Doss, Hani Principled selection of hyperparameters in the latent Dirichlet allocation model. (English) Zbl 1471.62283 J. Mach. Learn. Res. 18(2017-2018), Paper No. 162, 38 p. (2018). MSC: 62F15 60J22 68T05 PDFBibTeX XMLCite \textit{C. P. George} and \textit{H. Doss}, J. Mach. Learn. Res. 18, Paper No. 162, 38 p. (2018; Zbl 1471.62283) Full Text: Link
Borkar, Vivek S.; Dwaracherla, Vikranth R.; Sahasrabudhe, Neeraja Gradient estimation with simultaneous perturbation and compressive sensing. (English) Zbl 1471.62370 J. Mach. Learn. Res. 18(2017-2018), Paper No. 161, 27 p. (2018). MSC: 62H12 62L20 68T05 PDFBibTeX XMLCite \textit{V. S. Borkar} et al., J. Mach. Learn. Res. 18, Paper No. 161, 27 p. (2018; Zbl 1471.62370) Full Text: arXiv Link
Lucic, Mario; Faulkner, Matthew; Krause, Andreas; Feldman, Dan Training Gaussian mixture models at scale via coresets. (English) Zbl 1464.68316 J. Mach. Learn. Res. 18(2017-2018), Paper No. 160, 25 p. (2018). MSC: 68T05 62H30 68Q25 68T09 68U05 PDFBibTeX XMLCite \textit{M. Lucic} et al., J. Mach. Learn. Res. 18, Paper No. 160, 25 p. (2018; Zbl 1464.68316) Full Text: arXiv Link
Chazal, Frédéric; Fasy, Brittany; Lecci, Fabrizio; Michel, Bertrand; Rinaldo, Alessandro; Wasserman, Larry Robust topological inference: distance to a measure and kernel distance. (English) Zbl 1435.62452 J. Mach. Learn. Res. 18(2017-2018), Paper No. 159, 40 p. (2018). MSC: 62R40 55N31 62G32 62G35 PDFBibTeX XMLCite \textit{F. Chazal} et al., J. Mach. Learn. Res. 18, Paper No. 159, 40 p. (2018; Zbl 1435.62452) Full Text: arXiv Link
Vitelli, Valeria; Sørensen, Øystein; Crispino, Marta; Frigessi, Arnoldo; Arjas, Elja Probabilistic preference learning with the Mallows rank model. (English) Zbl 1471.62268 J. Mach. Learn. Res. 18(2017-2018), Paper No. 158, 49 p. (2018). MSC: 62F07 62H30 68T05 PDFBibTeX XMLCite \textit{V. Vitelli} et al., J. Mach. Learn. Res. 18, Paper No. 158, 49 p. (2018; Zbl 1471.62268) Full Text: arXiv Link
Vural, Elif; Guillemot, Christine A study of the classification of low-dimensional data with supervised manifold learning. (English) Zbl 1467.68153 J. Mach. Learn. Res. 18(2017-2018), Paper No. 157, 55 p. (2018). MSC: 68T05 62H11 62H30 PDFBibTeX XMLCite \textit{E. Vural} and \textit{C. Guillemot}, J. Mach. Learn. Res. 18, Paper No. 157, 55 p. (2018; Zbl 1467.68153) Full Text: arXiv Link
Wang, Yining; Singh, Aarti Provably correct algorithms for matrix column subset selection with selectively sampled data. (English) Zbl 1467.68154 J. Mach. Learn. Res. 18(2017-2018), Paper No. 156, 42 p. (2018). MSC: 68T05 62J07 65F99 68W20 68W25 68W40 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{A. Singh}, J. Mach. Learn. Res. 18, Paper No. 156, 42 p. (2018; Zbl 1467.68154) Full Text: arXiv Link
Natarajan, Nagarajan; Dhillon, Inderjit S.; Ravikumar, Pradeep; Tewari, Ambuj Cost-sensitive learning with noisy labels. (English) Zbl 1467.68151 J. Mach. Learn. Res. 18(2017-2018), Paper No. 155, 33 p. (2018). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{N. Natarajan} et al., J. Mach. Learn. Res. 18, Paper No. 155, 33 p. (2018; Zbl 1467.68151) Full Text: Link
Cowan, Wesley; Honda, Junya; Katehakis, Michael N. Normal bandits of unknown means and variances. (English) Zbl 1471.62441 J. Mach. Learn. Res. 18(2017-2018), Paper No. 154, 28 p. (2018). MSC: 62L12 60F05 PDFBibTeX XMLCite \textit{W. Cowan} et al., J. Mach. Learn. Res. 18, Paper No. 154, 28 p. (2018; Zbl 1471.62441) Full Text: Link
Baydin, Atılım Güneş; Pearlmutter, Barak A.; Radul, Alexey Andreyevich; Siskind, Jeffrey Mark Automatic differentiation in machine learning: a survey. (English) Zbl 06982909 J. Mach. Learn. Res. 18(2017-2018), Paper No. 153, 43 p. (2018). MSC: 65D25 PDFBibTeX XMLCite \textit{A. G. Baydin} et al., J. Mach. Learn. Res. 18, Paper No. 153, 43 p. (2018; Zbl 06982909) Full Text: arXiv Link
Hensman, James; Durrande, Nicolas; Solin, Arno Variational Fourier features for Gaussian processes. (English) Zbl 1467.62152 J. Mach. Learn. Res. 18(2017-2018), Paper No. 151, 52 p. (2018). MSC: 62M15 62F15 60G15 62-08 65C05 PDFBibTeX XMLCite \textit{J. Hensman} et al., J. Mach. Learn. Res. 18, Paper No. 151, 52 p. (2018; Zbl 1467.62152) Full Text: arXiv Link
Yu, Felix X.; Bhaskara, Aditya; Kumar, Sanjiv; Gong, Yunchao; Chang, Shih-Fu On binary embedding using circulant matrices. (English) Zbl 1462.68172 J. Mach. Learn. Res. 18(2017-2018), Paper No. 150, 30 p. (2018). MSC: 68T09 68T05 PDFBibTeX XMLCite \textit{F. X. Yu} et al., J. Mach. Learn. Res. 18, Paper No. 150, 30 p. (2018; Zbl 1462.68172) Full Text: arXiv Link
Wilson, James D.; Palowitch, John; Bhamidi, Shankar; Nobel, Andrew B. Community extraction in multilayer networks with heterogeneous community structure. (English) Zbl 1444.62083 J. Mach. Learn. Res. 18(2017-2018), Paper No. 149, 49 p. (2017). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{J. D. Wilson} et al., J. Mach. Learn. Res. 18, Paper No. 149, 49 p. (2017; Zbl 1444.62083) Full Text: arXiv Link
Sadeghi, Kayvan Faithfulness of probability distributions and graphs. (English) Zbl 1444.62079 J. Mach. Learn. Res. 18(2017-2018), Paper No. 148, 29 p. (2017). MSC: 62H22 68T05 PDFBibTeX XMLCite \textit{K. Sadeghi}, J. Mach. Learn. Res. 18, Paper No. 148, 29 p. (2017; Zbl 1444.62079) Full Text: arXiv Link
Wong, Raymond K. W.; Lee, Thomas C. M. Matrix completion with noisy entries and outliers. (English) Zbl 1443.15017 J. Mach. Learn. Res. 18(2017-2018), Paper No. 147, 25 p. (2017). MSC: 15A83 65F99 PDFBibTeX XMLCite \textit{R. K. W. Wong} and \textit{T. C. M. Lee}, J. Mach. Learn. Res. 18, Paper No. 147, 25 p. (2017; Zbl 1443.15017) Full Text: arXiv Link
Lecué, Guillaume; Mendelson, Shahar Regularization and the small-ball method. II: Complexity dependent error rates. (English) Zbl 1444.62051 J. Mach. Learn. Res. 18(2017-2018), Paper No. 146, 48 p. (2017). MSC: 62G08 60K35 68T05 PDFBibTeX XMLCite \textit{G. Lecué} and \textit{S. Mendelson}, J. Mach. Learn. Res. 18, Paper No. 146, 48 p. (2017; Zbl 1444.62051) Full Text: arXiv Link
Huang, Ruitong; Lattimore, Tor; György, András; Szepesvári, Csaba Following the leader and fast rates in online linear prediction: curved constraint sets and other regularities. (English) Zbl 1437.68152 J. Mach. Learn. Res. 18(2017-2018), Paper No. 145, 31 p. (2017). MSC: 68T05 62C25 68W27 PDFBibTeX XMLCite \textit{R. Huang} et al., J. Mach. Learn. Res. 18, Paper No. 145, 31 p. (2017; Zbl 1437.68152) Full Text: arXiv Link
Yu, Yaoliang; Zhang, Xinhua; Schuurmans, Dale Generalized conditional gradient for sparse estimation. (English) Zbl 1444.62084 J. Mach. Learn. Res. 18(2017-2018), Paper No. 144, 46 p. (2017). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{Y. Yu} et al., J. Mach. Learn. Res. 18, Paper No. 144, 46 p. (2017; Zbl 1444.62084) Full Text: arXiv Link
Wang, Yining; Yu, Adams Wei; Singh, Aarti On computationally tractable selection of experiments in measurement-constrained regression models. (English) Zbl 1444.62093 J. Mach. Learn. Res. 18(2017-2018), Paper No. 143, 41 p. (2017). MSC: 62J05 62R07 62-08 62P30 PDFBibTeX XMLCite \textit{Y. Wang} et al., J. Mach. Learn. Res. 18, Paper No. 143, 41 p. (2017; Zbl 1444.62093) Full Text: arXiv Link
Coretto, Pietro; Hennig, Christian Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. (English) Zbl 1442.62138 J. Mach. Learn. Res. 18(2017-2018), Paper No. 142, 39 p. (2017). MSC: 62H30 62G35 PDFBibTeX XMLCite \textit{P. Coretto} and \textit{C. Hennig}, J. Mach. Learn. Res. 18, Paper No. 142, 39 p. (2017; Zbl 1442.62138) Full Text: arXiv Link
Zhang, Huishuai; Liang, Yingbin; Chi, Yuejie A nonconvex approach for phase retrieval: reshaped Wirtinger flow and incremental algorithms. (English) Zbl 1440.94020 J. Mach. Learn. Res. 18(2017-2018), Paper No. 141, 35 p. (2017). MSC: 94A12 90C90 PDFBibTeX XMLCite \textit{H. Zhang} et al., J. Mach. Learn. Res. 18, Paper No. 141, 35 p. (2017; Zbl 1440.94020) Full Text: Link
Darnell, Gregory; Georgiev, Stoyan; Mukherjee, Sayan; Engelhardt, Barbara E. Adaptive randomized dimension reduction on massive data. (English) Zbl 1442.62153 J. Mach. Learn. Res. 18(2017-2018), Paper No. 140, 30 p. (2017). MSC: 62J05 62H12 62R07 62P10 92D10 PDFBibTeX XMLCite \textit{G. Darnell} et al., J. Mach. Learn. Res. 18, Paper No. 140, 30 p. (2017; Zbl 1442.62153) Full Text: arXiv Link
Andersen, Michael Riis; Vehtari, Aki; Winther, Ole; Hansen, Lars Kai Bayesian inference for spatio-temporal spike-and-slab priors. (English) Zbl 1442.62049 J. Mach. Learn. Res. 18(2017-2018), Paper No. 139, 58 p. (2017). MSC: 62F15 62H11 60G15 PDFBibTeX XMLCite \textit{M. R. Andersen} et al., J. Mach. Learn. Res. 18, Paper No. 139, 58 p. (2017; Zbl 1442.62049) Full Text: arXiv Link
Serra, Paulo; Mandjes, Michel Dimension estimation using random connection models. (English) Zbl 1442.62133 J. Mach. Learn. Res. 18(2017-2018), Paper No. 138, 35 p. (2017). MSC: 62H22 62G20 62-08 PDFBibTeX XMLCite \textit{P. Serra} and \textit{M. Mandjes}, J. Mach. Learn. Res. 18, Paper No. 138, 35 p. (2017; Zbl 1442.62133) Full Text: arXiv Link
Bigot, Jérémie; Deledalle, Charles; Féral, Delphine Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising. (English) Zbl 1440.94012 J. Mach. Learn. Res. 18(2017-2018), Paper No. 137, 50 p. (2017). MSC: 94A12 15A18 62H12 PDFBibTeX XMLCite \textit{J. Bigot} et al., J. Mach. Learn. Res. 18, Paper No. 137, 50 p. (2017; Zbl 1440.94012) Full Text: arXiv Link
Wirth, Christian; Akrour, Riad; Neumann, Gerhard; Fürnkranz, Johannes A survey of preference-based reinforcement learning methods. (English) Zbl 1435.68287 J. Mach. Learn. Res. 18(2017-2018), Paper No. 136, 46 p. (2017). MSC: 68T05 68-02 PDFBibTeX XMLCite \textit{C. Wirth} et al., J. Mach. Learn. Res. 18, Paper No. 136, 46 p. (2017; Zbl 1435.68287) Full Text: Link
Sun, Will Wei; Li, Lexin STORE: sparse tensor response regression and neuroimaging analysis. (English) Zbl 1442.62773 J. Mach. Learn. Res. 18(2017-2018), Paper No. 135, 37 p. (2017). MSC: 62R10 62H35 62P10 68T05 PDFBibTeX XMLCite \textit{W. W. Sun} and \textit{L. Li}, J. Mach. Learn. Res. 18, Paper No. 135, 37 p. (2017; Zbl 1442.62773) Full Text: arXiv Link
Mandt, Stephan; Hoffman, Matthew D.; Blei, David M. Stochastic gradient descent as approximate Bayesian inference. (English) Zbl 1442.62055 J. Mach. Learn. Res. 18(2017-2018), Paper No. 134, 35 p. (2017). MSC: 62F15 62L20 65C05 PDFBibTeX XMLCite \textit{S. Mandt} et al., J. Mach. Learn. Res. 18, Paper No. 134, 35 p. (2017; Zbl 1442.62055) Full Text: arXiv Link
Schiratti, Jean-Baptiste; Allassonnière, Stéphanie; Colliot, Olivier; Durrleman, Stanley A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations. (English) Zbl 1442.62116 J. Mach. Learn. Res. 18(2017-2018), Paper No. 133, 33 p. (2017). MSC: 62H11 62R30 62P10 PDFBibTeX XMLCite \textit{J.-B. Schiratti} et al., J. Mach. Learn. Res. 18, Paper No. 133, 33 p. (2017; Zbl 1442.62116) Full Text: Link
Kumar, K. S. Sesh; Bach, Francis Active-set methods for submodular minimization problems. (English) Zbl 1451.90121 J. Mach. Learn. Res. 18(2017-2018), Paper No. 132, 31 p. (2017). Reviewer: Suvra Kanti Chakraborty (Kolkata) MSC: 90C25 PDFBibTeX XMLCite \textit{K. S. S. Kumar} and \textit{F. Bach}, J. Mach. Learn. Res. 18, Paper No. 132, 31 p. (2017; Zbl 1451.90121) Full Text: arXiv Link
Ma, Yuting; Zheng, Tian Stabilized sparse online learning for sparse data. (English) Zbl 1435.68276 J. Mach. Learn. Res. 18(2017-2018), Paper No. 131, 36 p. (2017). MSC: 68T05 62J07 68T09 68W27 PDFBibTeX XMLCite \textit{Y. Ma} and \textit{T. Zheng}, J. Mach. Learn. Res. 18, Paper No. 131, 36 p. (2017; Zbl 1435.68276) Full Text: arXiv Link
Trouillon, Théo; Dance, Christopher R.; Gaussier, Éric; Welbl, Johannes; Riedel, Sebastian; Bouchard, Guillaume Knowledge graph completion via complex tensor factorization. (English) Zbl 1435.68323 J. Mach. Learn. Res. 18(2017-2018), Paper No. 130, 38 p. (2017). MSC: 68T30 15A83 PDFBibTeX XMLCite \textit{T. Trouillon} et al., J. Mach. Learn. Res. 18, Paper No. 130, 38 p. (2017; Zbl 1435.68323) Full Text: arXiv Link
Hamm, Jihun Minimax filter: learning to preserve privacy from inference attacks. (English) Zbl 1442.62025 J. Mach. Learn. Res. 18(2017-2018), Paper No. 129, 31 p. (2017). MSC: 62C20 62H30 62R07 62P15 68T05 PDFBibTeX XMLCite \textit{J. Hamm}, J. Mach. Learn. Res. 18, Paper No. 129, 31 p. (2017; Zbl 1442.62025) Full Text: arXiv Link
Ndiaye, Eugene; Fercoq, Olivier; Gramfort, Alexandre; Salmon, Joseph Gap safe screening rules for sparsity enforcing penalties. (English) Zbl 1442.62161 J. Mach. Learn. Res. 18(2017-2018), Paper No. 128, 33 p. (2017). MSC: 62J07 62J12 PDFBibTeX XMLCite \textit{E. Ndiaye} et al., J. Mach. Learn. Res. 18, Paper No. 128, 33 p. (2017; Zbl 1442.62161) Full Text: arXiv Link