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Information and Inference

A Journal of the IMA

Short Title: Inf. Inference
Publisher: Oxford University Press, Oxford
ISSN: 2049-8764; 2049-8772/e
Online: https://academic.oup.com/imaiai/issue
Comments: Journal
Documents Indexed: 249 Publications (since 2012)
References Indexed: 39 Publications with 1,773 References.
all top 5

Authors

7 Wu, Hau-Tieng
6 Singer, Amit
5 Jacques, Laurent
5 Plan, Yaniv
4 Maleki, Arian
4 Nadler, Boaz
4 Needell, Deanna
4 Saab, Rayan
4 Soltanolkotabi, Mahdi
4 Tang, Gongguo
3 Barbier, Jean
3 Bigot, Jéremie
3 Boumal, Nicolas
3 Cheng, Xiuyuan
3 Foygel Barber, Rina
3 Genzel, Martin
3 Hand, Paul E.
3 Heckel, Reinhard
3 Li, Qiuwei
3 Oymak, Samet
3 Rauhut, Holger
3 Robeva, Elina
3 Romberg, Justin K.
3 Storath, Martin
3 Tabak, Esteban G.
3 Tropp, Joel A.
3 Tyagi, Hemant
3 Ward, Rachel A.
3 Yılmaz, Özgür
2 Abbe, Emmanuel
2 Amiraz, Chen
2 Bahmani, Sohail
2 Bandeira, Afonso S.
2 Batenkov, Dmitry
2 Bendory, Tamir
2 Boyer, Claire
2 Cambareri, Valerio
2 Chakrabortty, Abhishek
2 Chen, Jiajie
2 Chen, Minshuo
2 Chi, Yuejie
2 Cloninger, Alexander
2 Davenport, Mark A.
2 De Castro, Yohann
2 Dunson, David Brian
2 Eftekhari, Armin
2 Eldar, Yonina Chana
2 Fernandez-Granda, Carlos
2 Foucart, Simon
2 Gao, Chao
2 Gavish, Matan
2 Goldman, Gil
2 Gribonval, Rémi
2 Hou, Anthony
2 Hou, Thomas Yizhao
2 Iwen, Mark A.
2 Jalali, Shirin
2 Jiao, Jiantao
2 Juditsky, Anatoli B.
2 Jung, Peter
2 Krauthgamer, Robert
2 Lee, Kiryung
2 Leeb, William E.
2 Li, Gen
2 Liao, Wenjing
2 Little, Anna V.
2 Loh, Po-Ling
2 Mallat, Stephane Georges
2 Mansour, Hassan
2 Meyer, François G.
2 Mixon, Dustin G.
2 Montanari, Andrea
2 Munk, Axel
2 Ollivier, Yann
2 Pensia, Ankit
2 Pérez, Patrick
2 Peyré, Gabriel
2 Poggio, Tomaso A.
2 Price, Eric
2 Prieur, Clémentine
2 Recht, Benjamin
2 Rosasco, Lorenzo A.
2 Sapiro, Guillermo
2 Scarlett, Jonathan
2 Schellekens, Vincent
2 Steidl, Gabriele
2 Stollenwerk, Alexander
2 Talmon, Ronen
2 Tan, Yan Shuo
2 Terstiege, Ulrich
2 Vershynin, Roman
2 Wakin, Michael B.
2 Weinmann, Andreas
2 Weiss, Pierre
2 Weng, Haolei
2 Wootters, Mary
2 Ying, Lexing
2 Yomdin, Yosef
2 Zhang, Anderson Y.
2 Zhang, Teng
...and 413 more Authors

Publications by Year

Citations contained in zbMATH Open

163 Publications have been cited 1,181 times in 967 Documents Cited by Year
Living on the edge: phase transitions in convex programs with random data. Zbl 1339.90251
Amelunxen, Dennis; Lotz, Martin; McCoy, Michael B.; Tropp, Joel A.
117
2014
State evolution for general approximate message passing algorithms, with applications to spatial coupling. Zbl 1335.94015
Javanmard, Adel; Montanari, Andrea
42
2013
Persistent homology transform for modeling shapes and surfaces. Zbl 06840289
Turner, Katharine; Mukherjee, Sayan; Boyer, Doug M.
36
2014
Spectral convergence of the connection Laplacian from random samples. Zbl 1386.94055
Singer, Amit; Wu, Hau-Tieng
33
2017
Super-resolution of point sources via convex programming. Zbl 1386.94027
Fernandez-Granda, Carlos
30
2016
Exact and stable recovery of rotations for robust synchronization. Zbl 1309.65070
Wang, Lanhui; Singer, Amit
30
2013
1-bit matrix completion. Zbl 1309.62124
Davenport, Mark A.; Plan, Yaniv; van den Berg, Ewout; Wootters, Mary
30
2014
CGIHT: conjugate gradient iterative hard thresholding for compressed sensing and matrix completion. Zbl 1380.94045
Blanchard, Jeffrey D.; Tanner, Jared; Wei, Ke
27
2015
Asymptotic mutual information for the balanced binary stochastic block model. Zbl 1383.62021
Deshpande, Yash; Abbe, Emmanuel; Montanari, Andrea
27
2017
Phase retrieval via randomized Kaczmarz: theoretical guarantees. Zbl 1476.90224
Tan, Yan Shuo; Vershynin, Roman
25
2019
Phase retrieval from power spectra of masked signals. Zbl 1308.94031
Bandeira, Afonso S.; Chen, Yutong; Mixon, Dustin G.
25
2014
On the optimality of averaging in distributed statistical learning. Zbl 1426.68241
Rosenblatt, Jonathan D.; Nadler, Boaz
23
2016
Compressive principal component pursuit. Zbl 1354.94015
Wright, John; Ganesh, Arvind; Min, Kerui; Ma, Yi
22
2013
High-dimensional estimation with geometric constraints. Zbl 1383.62121
Plan, Y.; Vershynin, R.; Yudovina, E.
21
2017
Clustering subgaussian mixtures by semidefinite programming. Zbl 1381.62189
Mixon, Dustin G.; Villar, Soledad; Ward, Rachel
20
2017
Fast, robust and non-convex subspace recovery. Zbl 1476.90262
Lerman, Gilad; Maunu, Tyler
20
2018
Stable low-rank matrix recovery via null space properties. Zbl 1388.94018
Kabanava, Maryia; Kueng, Richard; Rauhut, Holger; Terstiege, Ulrich
20
2016
Solving (most) of a set of quadratic equalities: composite optimization for robust phase retrieval. Zbl 1478.90084
Duchi, John C.; Ruan, Feng
20
2019
Eigenvector synchronization, graph rigidity and the molecule problem. Zbl 1278.05231
Cucuringu, Mihai; Singer, Amit; Cowburn, David
19
2012
Sigma-delta quantization of sub-Gaussian frame expansions and its application to compressed sensing. Zbl 1308.94034
Krahmer, Felix; Saab, Rayan; Yilmaz, Özgür
16
2014
Model selection with low complexity priors. Zbl 1386.94040
Vaiter, Samuel; Golbabaee, Mohammad; Fadili, Jalal; Peyré, Gabriel
15
2015
Size-independent sample complexity of neural networks. Zbl 07382195
Golowich, Noah; Rakhlin, Alexander; Shamir, Ohad
15
2020
Cramér-Rao bounds for synchronization of rotations. Zbl 1308.94041
Boumal, Nicolas; Singer, Amit; Absil, P.-A.; Blondel, Vincent D.
15
2014
The masked sample covariance estimator: an analysis using matrix concentration inequalities. Zbl 06242993
Chen, Richard Y.; Gittens, Alex; Tropp, Joel A.
14
2012
Universality laws for randomized dimension reduction, with applications. Zbl 1473.60031
Oymak, Samet; Tropp, Joel A.
13
2018
Superresolution without separation. Zbl 1446.94027
Schiebinger, Geoffrey; Robeva, Elina; Recht, Benjamin
13
2018
State evolution for approximate message passing with non-separable functions. Zbl 1470.94003
Berthier, Raphaël; Montanari, Andrea; Nguyen, Phan-Minh
12
2020
Regularized gradient descent: a non-convex recipe for fast joint blind deconvolution and demixing. Zbl 1470.94047
Ling, Shuyang; Strohmer, Thomas
11
2019
Duality of graphical models and tensor networks. Zbl 1470.05120
Robeva, Elina; Seigal, Anna
11
2019
Total variation regularization on Riemannian manifolds by iteratively reweighted minimization. Zbl 1382.94013
Grohs, Philipp; Sprecher, Markus
10
2016
Uncoupled isotonic regression via minimum Wasserstein deconvolution. Zbl 1471.62335
Rigollet, Philippe; Weed, Jonathan
10
2019
Super-resolution of near-colliding point sources. Zbl 1475.94029
Batenkov, Dmitry; Goldman, Gil; Yomdin, Yosef
10
2021
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers. Zbl 07517500
Bah, Bubacarr; Rauhut, Holger; Terstiege, Ulrich; Westdickenberg, Michael
9
2022
Riemannian metrics for neural networks. I: Feedforward networks. Zbl 1380.68337
Ollivier, Yann
9
2015
Tensor sparsification via a bound on the spectral norm of random tensors. Zbl 1386.94036
Nguyen, Nam H.; Drineas, Petros; Tran, Trac D.
9
2015
Weighted \(\ell_1\)-minimization for sparse recovery under arbitrary prior information. Zbl 1386.94035
Needell, Deanna; Saab, Rayan; Woolf, Tina
9
2017
Deep Haar scattering networks. Zbl 1380.68331
Cheng, Xiuyuan; Chen, Xu; Mallat, Stéphane
9
2016
The non-convex geometry of low-rank matrix optimization. Zbl 1476.90245
Li, Qiuwei; Zhu, Zhihui; Tang, Gongguo
9
2019
One-bit compressive sensing of dictionary-sparse signals. Zbl 1446.94017
Baraniuk, R.; Foucart, S.; Needell, D.; Plan, Y.; Wootters, M.
9
2018
On parameter estimation with the Wasserstein distance. Zbl 1471.62269
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
9
2019
The Gromov-Wasserstein distance between networks and stable network invariants. Zbl 1471.62387
Chowdhury, Samir; Mémoli, Facundo
9
2019
The limits of distribution-free conditional predictive inference. Zbl 1475.62153
Foygel Barber, Rina; Candès, Emmanuel J.; Ramdas, Aaditya; Tibshirani, Ryan J.
9
2021
On invariance and selectivity in representation learning. Zbl 1426.68233
Anselmi, Fabio; Rosasco, Lorenzo; Poggio, Tomaso
8
2016
Super-resolution radar. Zbl 1386.94029
Heckel, Reinhard; Morgenshtern, Veniamin I.; Soltanolkotabi, Mahdi
8
2016
Sketching for large-scale learning of mixture models. Zbl 1470.94045
Keriven, Nicolas; Bourrier, Anthony; Gribonval, Rémi; Pérez, Patrick
8
2018
Exact solutions of infinite dimensional total-variation regularized problems. Zbl 1470.49065
Flinth, Axel; Weiss, Pierre
8
2019
Approximation of points on low-dimensional manifolds via random linear projections. Zbl 1354.94013
Iwen, Mark A.; Maggioni, Mauro
8
2013
Isometric sketching of any set via the restricted isometry property. Zbl 1473.60021
Oymak, Samet; Recht, Benjamin; Soltanolkotabi, Mahdi
7
2018
Mutual information for low-rank even-order symmetric tensor estimation. Zbl 1490.62034
Luneau, Clément; Barbier, Jean; Macris, Nicolas
7
2021
Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression. Zbl 07655446
Kuchibhotla, Arun Kumar; Chakrabortty, Abhishek
7
2022
Bayesian sparse linear regression with unknown symmetric error. Zbl 1472.62107
Chae, Minwoo; Lin, Lizhen; Dunson, David B.
7
2019
Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration. Zbl 1471.62308
Bigot, Jérémie; Cazelles, Elsa; Papadakis, Nicolas
7
2019
Tangent space estimation for smooth embeddings of Riemannian manifolds. Zbl 1311.94019
Tyagi, Hemant; Vural, Elif; Frossard, Pascal
7
2013
Gradient descent with non-convex constraints: local concavity determines convergence. Zbl 1476.90251
Barber, Rina Foygel; Ha, Wooseok
6
2018
Simple, direct and efficient multi-way spectral clustering. Zbl 1475.62184
Damle, Anil; Minden, Victor; Ying, Lexing
6
2019
Faster Johnson-Lindenstrauss transforms via Kronecker products. Zbl 1483.94017
Jin, Ruhui; Kolda, Tamara G.; Ward, Rachel
6
2021
A central limit theorem for \(L_p\) transportation cost on the real line with application to fairness assessment in machine learning. Zbl 1471.60026
del Barrio, Eustasio; Gordaliza, Paula; Loubes, Jean-Michel
6
2019
Higher order Sobol’ indices. Zbl 1309.62098
Owen, Art B.; Dick, Josef; Chen, Su
6
2014
A model of double descent for high-dimensional binary linear classification. Zbl 07569160
Deng, Zeyu; Kammoun, Abla; Thrampoulidis, Christos
5
2022
Guarantees of total variation minimization for signal recovery. Zbl 1387.94028
Cai, Jian-Feng; Xu, Weiyu
5
2015
On spectral properties for graph matching and graph isomorphism problems. Zbl 1380.05160
Fiori, Marcelo; Sapiro, Guillermo
5
2015
Jump-penalized least absolute values estimation of scalar or circle-valued signals. Zbl 1383.62124
Storath, Martin; Weinmann, Andreas; Unser, Michael
5
2017
A null-space-based weighted \(\ell_1\) minimization approach to compressed sensing. Zbl 1386.94050
Zhou, Shenglong; Xiu, Naihua; Wang, Yingnan; Kong, Lingchen; Qi, Hou-Duo
5
2016
Non-convex low-rank matrix recovery with arbitrary outliers via median-truncated gradient descent. Zbl 1471.62376
Li, Yuanxin; Chi, Yuejie; Zhang, Huishuai; Liang, Yingbin
5
2020
One-bit compressed sensing with partial Gaussian circulant matrices. Zbl 1470.94037
Dirksen, Sjoerd; Jung, Hans Christian; Rauhut, Holger
5
2020
Graph connection Laplacian and random matrices with random blocks. Zbl 1382.60014
El Karoui, Noureddine; Wu, Hau-Tieng
4
2015
Constrained quantum tomography of semi-algebraic sets with applications to low-rank matrix recovery. Zbl 1386.94010
Kech, Michael; Wolf, Michael M.
4
2017
Adapting to unknown noise level in sparse deconvolution. Zbl 1383.62186
Boyer, Claire; De Castro, Yohann; Salmon, Joseph
4
2017
Near-optimal estimation of simultaneously sparse and low-rank matrices from nested linear measurements. Zbl 1386.94020
Bahmani, Sohail; Romberg, Justin
4
2016
Robust subspace recovery by Tyler’s M-estimator. Zbl 06840314
Zhang, Teng
4
2016
Algorithms for learning sparse additive models with interactions in high dimensions. Zbl 1470.94058
Tyagi, Hemant; Kyrillidis, Anastasios; Gärtner, Bernd; Krause, Andreas
4
2018
A spectral assignment approach for the graph isomorphism problem. Zbl 1470.05156
Klus, Stefan; Sahai, Tuhin
4
2018
Nonparametric regression on low-dimensional manifolds using deep ReLU networks: function approximation and statistical recovery. Zbl 1524.62171
Chen, Minshuo; Jiang, Haoming; Liao, Wenjing; Zhao, Tuo
4
2022
Matrix decompositions using sub-Gaussian random matrices. Zbl 1470.60008
Aizenbud, Yariv; Averbuch, Amir
4
2019
Quantized compressive sensing with RIP matrices: the benefit of dithering. Zbl 1470.94060
Xu, Chunlei; Jacques, Laurent
4
2020
Empirical risk minimization for dynamical systems and stationary processes. Zbl 07446779
McGoff, Kevin; Nobel, Andrew B.
4
2021
Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211
Ortelli, Francesco; van de Geer, Sara
4
2021
Convergence of graph Laplacian with kNN self-tuned kernels. Zbl 1501.05014
Cheng, Xiuyuan; Wu, Hau-Tieng
3
2022
Replication procedure for grouped Sobol’ indices estimation in dependent uncertainty spaces. Zbl 1383.62084
Gilquin, Laurent; Prieur, Clémentine; Arnaud, Elise
3
2015
Disparity and optical flow partitioning using extended Potts priors. Zbl 1380.94014
Cai, Xiaohao; Fitschen, Jan Henrik; Nikolova, Mila; Steidl, Gabriele; Storath, Martin
3
2015
Scaling law for recovering the sparsest element in a subspace. Zbl 06840288
Demanet, Laurent; Hand, Paul
3
2014
Sparse recovery from saturated measurements. Zbl 1380.94053
Foucart, Simon; Needham, Tom
3
2017
Dimensionality-reduced subspace clustering. Zbl 1383.62177
Heckel, Reinhard; Tschannen, Michael; Bölcskei, Helmut
3
2017
Time for dithering: fast and quantized random embeddings via the restricted isometry property. Zbl 1386.94031
Jacques, Laurent; Cambareri, Valerio
3
2017
Iterative reconstruction of rank-one matrices in noise. Zbl 1470.94040
Fletcher, Alyson K.; Rangan, Sundeep
3
2018
On oracle-type local recovery guarantees in compressed sensing. Zbl 1470.94031
Adcock, Ben; Boyer, Claire; Brugiapaglia, Simone
3
2021
Computational complexity versus statistical performance on sparse recovery problems. Zbl 1470.94056
Roulet, Vincent; Boumal, Nicolas; d’Aspremont, Alexandre
3
2020
Phase harmonic correlations and convolutional neural networks. Zbl 1470.94051
Mallat, Stéphane; Zhang, Sixin; Rochette, Gaspar
3
2020
The generalized orthogonal procrustes problem in the high noise regime. Zbl 07446775
Pumir, Thomas; Singer, Amit; Boumal, Nicolas
3
2021
Optimal orthogonal group synchronization and rotation group synchronization. Zbl 07688052
Gao, Chao; Zhang, Anderson Y.
3
2023
Non-asymptotic analysis of tangent space perturbation. Zbl 1309.62106
Kaslovsky, Daniel N.; Meyer, François G.
3
2014
Robust and resource efficient identification of shallow neural networks by fewest samples. Zbl 1524.68274
Fornasier, Massimo; Vybíral, Jan; Daubechies, Ingrid
3
2021
Robust estimation via generalized quasi-gradients. Zbl 1493.62183
Zhu, Banghua; Jiao, Jiantao; Steinhardt, Jacob
2
2022
Does SLOPE outperform bridge regression? Zbl 1493.62433
Wang, Shuaiwen; Weng, Haolei; Maleki, Arian
2
2022
A dimensionality reduction technique for unconstrained global optimization of functions with low effective dimensionality. Zbl 1491.90126
Cartis, Coralia; Otemissov, Adilet
2
2022
Compressive learning with privacy guarantees. Zbl 07517499
Chatalic, A.; Schellekens, V.; Houssiau, F.; de Montjoye, Y. A.; Jacques, L.; Gribonval, R.
2
2022
GSNs: generative stochastic networks. Zbl 1380.68328
Alain, Guillaume; Bengio, Yoshua; Yao, Li; Yosinski, Jason; Thibodeau-Laufer, Éric; Zhang, Saizheng; Vincent, Pascal
2
2016
Weighted mining of massive collections of \(P\)-values by convex optimization. Zbl 1470.90074
Dobriban, Edgar
2
2018
Demixing sines and spikes: robust spectral super-resolution in the presence of outliers. Zbl 1446.94023
Fernandez-Granda, Carlos; Tang, Gongguo; Wang, Xiaodong; Zheng, Le
2
2018
Inverting spectrogram measurements via aliased Wigner distribution deconvolution and angular synchronization. Zbl 1483.94019
Perlmutter, Michael; Merhi, Sami; Viswanathan, Aditya; Iwen, Mark
2
2021
Optimal orthogonal group synchronization and rotation group synchronization. Zbl 07688052
Gao, Chao; Zhang, Anderson Y.
3
2023
From the simplex to the sphere: faster constrained optimization using the Hadamard parametrization. Zbl 07720181
Li, Qiuwei; McKenzie, Daniel; Yin, Wotao
2
2023
Blind inverse problems with isolated spikes. Zbl 1508.94005
Debarnot, Valentin; Weiss, Pierre
1
2023
Linear optimal transport embedding: provable Wasserstein classification for certain rigid transformations and perturbations. Zbl 07655458
Moosmüller, Caroline; Cloninger, Alexander
1
2023
Quantile-based random Kaczmarz for corrupted linear systems of equations. Zbl 1505.65166
Steinerberger, Stefan
1
2023
On the robustness to adversarial corruption and to heavy-tailed data of the Stahel-Donoho median of means. Zbl 07688056
Depersin, Jules; Lecué, Guillaume
1
2023
Sparse recovery by reduced variance stochastic approximation. Zbl 1519.90137
Juditsky, Anatoli; Kulunchakov, Andrei; Tsyntseus, Hlib
1
2023
A unifying view of modal clustering. Zbl 1524.62289
Arias-Castro, Ery; Qiao, Wanli
1
2023
The geometry of adversarial training in binary classification. Zbl 1524.68263
Bungert, Leon; García Trillos, Nicolás; Murray, Ryan
1
2023
Minimax detection of localized signals in statistical inverse problems. Zbl 1518.94022
Pohlmann, Markus; Werner, Frank; Munk, Axel
1
2023
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers. Zbl 07517500
Bah, Bubacarr; Rauhut, Holger; Terstiege, Ulrich; Westdickenberg, Michael
9
2022
Moving beyond sub-Gaussianity in high-dimensional statistics: applications in covariance estimation and linear regression. Zbl 07655446
Kuchibhotla, Arun Kumar; Chakrabortty, Abhishek
7
2022
A model of double descent for high-dimensional binary linear classification. Zbl 07569160
Deng, Zeyu; Kammoun, Abla; Thrampoulidis, Christos
5
2022
Nonparametric regression on low-dimensional manifolds using deep ReLU networks: function approximation and statistical recovery. Zbl 1524.62171
Chen, Minshuo; Jiang, Haoming; Liao, Wenjing; Zhao, Tuo
4
2022
Convergence of graph Laplacian with kNN self-tuned kernels. Zbl 1501.05014
Cheng, Xiuyuan; Wu, Hau-Tieng
3
2022
Robust estimation via generalized quasi-gradients. Zbl 1493.62183
Zhu, Banghua; Jiao, Jiantao; Steinhardt, Jacob
2
2022
Does SLOPE outperform bridge regression? Zbl 1493.62433
Wang, Shuaiwen; Weng, Haolei; Maleki, Arian
2
2022
A dimensionality reduction technique for unconstrained global optimization of functions with low effective dimensionality. Zbl 1491.90126
Cartis, Coralia; Otemissov, Adilet
2
2022
Compressive learning with privacy guarantees. Zbl 07517499
Chatalic, A.; Schellekens, V.; Houssiau, F.; de Montjoye, Y. A.; Jacques, L.; Gribonval, R.
2
2022
Computationally efficient sparse clustering. Zbl 1524.62299
Löffler, Matthias; Wein, Alexander S.; Bandeira, Afonso S.
2
2022
Scalability and robustness of spectral embedding: landmark diffusion is all you need. Zbl 1508.94043
Shen, Chao; Wu, Hau-Tieng
2
2022
Nonlinear dimension reduction for surrogate modeling using gradient information. Zbl 1505.65155
Bigoni, Daniele; Marzouk, Youssef; Prieur, Clémentine; Zahm, Olivier
2
2022
Denoising modulo samples: \(k\)-NN regression and tightness of SDP relaxation. Zbl 1494.94007
Fanuel, Michaël; Tyagi, Hemant
1
2022
Strong uniform consistency with rates for kernel density estimators with general kernels on manifolds. Zbl 1493.62193
Wu, Hau-Tieng; Wu, Nan
1
2022
Super-resolution of near-colliding point sources. Zbl 1475.94029
Batenkov, Dmitry; Goldman, Gil; Yomdin, Yosef
10
2021
The limits of distribution-free conditional predictive inference. Zbl 1475.62153
Foygel Barber, Rina; Candès, Emmanuel J.; Ramdas, Aaditya; Tibshirani, Ryan J.
9
2021
Mutual information for low-rank even-order symmetric tensor estimation. Zbl 1490.62034
Luneau, Clément; Barbier, Jean; Macris, Nicolas
7
2021
Faster Johnson-Lindenstrauss transforms via Kronecker products. Zbl 1483.94017
Jin, Ruhui; Kolda, Tamara G.; Ward, Rachel
6
2021
Empirical risk minimization for dynamical systems and stationary processes. Zbl 07446779
McGoff, Kevin; Nobel, Andrew B.
4
2021
Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211
Ortelli, Francesco; van de Geer, Sara
4
2021
On oracle-type local recovery guarantees in compressed sensing. Zbl 1470.94031
Adcock, Ben; Boyer, Claire; Brugiapaglia, Simone
3
2021
The generalized orthogonal procrustes problem in the high noise regime. Zbl 07446775
Pumir, Thomas; Singer, Amit; Boumal, Nicolas
3
2021
Robust and resource efficient identification of shallow neural networks by fewest samples. Zbl 1524.68274
Fornasier, Massimo; Vybíral, Jan; Daubechies, Ingrid
3
2021
Inverting spectrogram measurements via aliased Wigner distribution deconvolution and angular synchronization. Zbl 1483.94019
Perlmutter, Michael; Merhi, Sami; Viswanathan, Aditya; Iwen, Mark
2
2021
Stable super-resolution of images: theoretical study. Zbl 1470.94013
Eftekhari, Armin; Bendory, Tamir; Tang, Gongguo
2
2021
Variational regularization of inverse problems for manifold-valued data. Zbl 07382158
Storath, Martin; Weinmann, Andreas
2
2021
Representation theoretic patterns in multi-frequency class averaging for three-dimensional cryo-electron microscopy. Zbl 1493.62382
Fan, Yifeng; Gao, Tingran; Zhao, Zhizhen
2
2021
Learning a deep convolutional neural network via tensor decomposition. Zbl 1515.68277
Oymak, Samet; Soltanolkotabi, Mahdi
2
2021
Composite optimization for robust rank one bilinear sensing. Zbl 1475.94032
Charisopoulos, Vasileios; Davis, Damek; Díaz, Mateo; Drusvyatskiy, Dmitriy
2
2021
Overlap matrix concentration in optimal Bayesian inference. Zbl 1475.62119
Barbier, Jean
2
2021
Rate-optimal denoising with deep neural networks. Zbl 1515.68337
Heckel, Reinhard; Huang, Wen; Hand, Paul; Voroninski, Vladislav
1
2021
Wavelet invariants for statistically robust multi-reference alignment. Zbl 1483.94016
Hirn, Matthew; Little, Anna
1
2021
Fast classification rates without standard margin assumptions. Zbl 1490.62152
Bousquet, Olivier; Zhivotovskiy, Nikita
1
2021
Excess risk bounds in robust empirical risk minimization. Zbl 1483.91059
Mathieu, Timothée; Minsker, Stanislav
1
2021
The information complexity of learning tasks, their structure and their distance. Zbl 1524.68254
Achille, Alessandro; Paolini, Giovanni; Mbeng, Glen; Soatto, Stefano
1
2021
Subspace clustering using ensembles of \(K\)-subspaces. Zbl 1472.62098
Lipor, John; Hong, David; Tan, Yan Shuo; Balzano, Laura
1
2021
An iterative method for classification of binary data. Zbl 1524.68336
Molitor, Denali; Needell, Deanna
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2021
Nonlinear generalization of the monotone single index model. Zbl 07446777
Kereta, Željko; Klock, Timo; Naumova, Valeriya
1
2021
Approximate separability of symmetrically penalized least squares in high dimensions: characterization and consequences. Zbl 1493.62300
Celentano, Michael
1
2021
Sensitivity of \(\ell_1\) minimization to parameter choice. Zbl 1475.94030
Berk, Aaron; Plan, Yaniv; Yilmaz, Özgür
1
2021
Size-independent sample complexity of neural networks. Zbl 07382195
Golowich, Noah; Rakhlin, Alexander; Shamir, Ohad
15
2020
State evolution for approximate message passing with non-separable functions. Zbl 1470.94003
Berthier, Raphaël; Montanari, Andrea; Nguyen, Phan-Minh
12
2020
Non-convex low-rank matrix recovery with arbitrary outliers via median-truncated gradient descent. Zbl 1471.62376
Li, Yuanxin; Chi, Yuejie; Zhang, Huishuai; Liang, Yingbin
5
2020
One-bit compressed sensing with partial Gaussian circulant matrices. Zbl 1470.94037
Dirksen, Sjoerd; Jung, Hans Christian; Rauhut, Holger
5
2020
Quantized compressive sensing with RIP matrices: the benefit of dithering. Zbl 1470.94060
Xu, Chunlei; Jacques, Laurent
4
2020
Computational complexity versus statistical performance on sparse recovery problems. Zbl 1470.94056
Roulet, Vincent; Boumal, Nicolas; d’Aspremont, Alexandre
3
2020
Phase harmonic correlations and convolutional neural networks. Zbl 1470.94051
Mallat, Stéphane; Zhang, Sixin; Rochette, Gaspar
3
2020
Robust 1-bit compressed sensing via hinge loss minimization. Zbl 1470.94041
Genzel, Martin; Stollenwerk, Alexander
2
2020
Near-optimal recovery of linear and \(N\)-convex functions on unions of convex sets. Zbl 1471.62299
Juditsky, Anatoli; Nemirovski, Arkadi
2
2020
Phase transitions of spectral initialization for high-dimensional non-convex estimation. Zbl 1470.94049
Lu, Yue M.; Li, Gen
2
2020
Two-sample statistics based on anisotropic kernels. Zbl 1471.62346
Cheng, Xiuyuan; Cloninger, Alexander; Coifman, Ronald R.
2
2020
Matchability of heterogeneous networks pairs. Zbl 1470.05147
Lyzinski, Vince; Sussman, Daniel L.
2
2020
Concentration inequalities for the empirical distribution of discrete distributions: beyond the method of types. Zbl 1473.60047
Mardia, Jay; Jiao, Jiantao; Tánczos, Ervin; Nowak, Robert D.; Weissman, Tsachy
2
2020
Stochastic modified equations for the asynchronous stochastic gradient descent. Zbl 07382208
An, Jing; Lu, Jianfeng; Ying, Lexing
2
2020
Generalized notions of sparsity and restricted isometry property. I: A unified framework. Zbl 1470.94068
Junge, Marius; Lee, Kiryung
1
2020
A characterization of the non-degenerate source condition in super-resolution. Zbl 1470.94039
Duval, Vincent
1
2020
A prototype knockoff filter for group selection with FDR control. Zbl 1471.62409
Chen, Jiajie; Hou, Anthony; Hou, Thomas Y.
1
2020
Analysis of hard-thresholding for distributed compressed sensing with one-bit measurements. Zbl 1470.94052
Maly, Johannes; Palzer, Lars
1
2020
Maximum number of modes of Gaussian mixtures. Zbl 1471.62556
Améndola, Carlos; Engström, Alexander; Haase, Christian
1
2020
On the S-instability and degeneracy of discrete deep learning models. Zbl 1471.62391
Kaplan, Andee; Nordman, Daniel J.; Vardeman, Stephen B.
1
2020
Between hard and soft thresholding: optimal iterative thresholding algorithms. Zbl 1473.90162
Liu, Haoyang; Foygel Barber, Rina
1
2020
Minimal Lipschitz and \(\infty\)-harmonic extensions of vector-valued functions on finite graphs. Zbl 1470.05064
Bačák, Miroslav; Hertrich, Johannes; Neumayer, Sebastian; Steidl, Gabriele
1
2020
Total variation multiscale estimators for linear inverse problems. Zbl 1471.62311
del Álamo, Miguel; Munk, Axel
1
2020
Phase retrieval via randomized Kaczmarz: theoretical guarantees. Zbl 1476.90224
Tan, Yan Shuo; Vershynin, Roman
25
2019
Solving (most) of a set of quadratic equalities: composite optimization for robust phase retrieval. Zbl 1478.90084
Duchi, John C.; Ruan, Feng
20
2019
Regularized gradient descent: a non-convex recipe for fast joint blind deconvolution and demixing. Zbl 1470.94047
Ling, Shuyang; Strohmer, Thomas
11
2019
Duality of graphical models and tensor networks. Zbl 1470.05120
Robeva, Elina; Seigal, Anna
11
2019
Uncoupled isotonic regression via minimum Wasserstein deconvolution. Zbl 1471.62335
Rigollet, Philippe; Weed, Jonathan
10
2019
The non-convex geometry of low-rank matrix optimization. Zbl 1476.90245
Li, Qiuwei; Zhu, Zhihui; Tang, Gongguo
9
2019
On parameter estimation with the Wasserstein distance. Zbl 1471.62269
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
9
2019
The Gromov-Wasserstein distance between networks and stable network invariants. Zbl 1471.62387
Chowdhury, Samir; Mémoli, Facundo
9
2019
Exact solutions of infinite dimensional total-variation regularized problems. Zbl 1470.49065
Flinth, Axel; Weiss, Pierre
8
2019
Bayesian sparse linear regression with unknown symmetric error. Zbl 1472.62107
Chae, Minwoo; Lin, Lizhen; Dunson, David B.
7
2019
Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration. Zbl 1471.62308
Bigot, Jérémie; Cazelles, Elsa; Papadakis, Nicolas
7
2019
Simple, direct and efficient multi-way spectral clustering. Zbl 1475.62184
Damle, Anil; Minden, Victor; Ying, Lexing
6
2019
A central limit theorem for \(L_p\) transportation cost on the real line with application to fairness assessment in machine learning. Zbl 1471.60026
del Barrio, Eustasio; Gordaliza, Paula; Loubes, Jean-Michel
6
2019
Matrix decompositions using sub-Gaussian random matrices. Zbl 1470.60008
Aizenbud, Yariv; Averbuch, Amir
4
2019
Near-optimal sample complexity for convex tensor completion. Zbl 1527.90218
Ghadermarzy, Navid; Plan, Yaniv; Yilmaz, Özgür
2
2019
Editorial. IMA IAI – Information and Inference special issue on optimal transport in data sciences. Zbl 1467.00016
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2019
Estimating matching affinity matrices under low-rank constraints. Zbl 1470.49074
Dupuy, Arnaud; Galichon, Alfred; Sun, Yifei
2
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Non-Gaussian observations in nonlinear compressed sensing via Stein discrepancies. Zbl 1470.94042
Goldstein, Larry; Wei, Xiaohan
1
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Quantization for low-rank matrix recovery. Zbl 1470.94050
Lybrand, Eric; Saab, Rayan
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2019
Through the haze: a non-convex approach to blind gain calibration for linear random sensing models. Zbl 1470.94034
Cambareri, Valerio; Jacques, Laurent
1
2019
Mahalanobis distance informed by clustering. Zbl 1472.68145
Lahav, Almog; Talmon, Ronen; Kluger, Yuval
1
2019
Fast, robust and non-convex subspace recovery. Zbl 1476.90262
Lerman, Gilad; Maunu, Tyler
20
2018
Universality laws for randomized dimension reduction, with applications. Zbl 1473.60031
Oymak, Samet; Tropp, Joel A.
13
2018
Superresolution without separation. Zbl 1446.94027
Schiebinger, Geoffrey; Robeva, Elina; Recht, Benjamin
13
2018
One-bit compressive sensing of dictionary-sparse signals. Zbl 1446.94017
Baraniuk, R.; Foucart, S.; Needell, D.; Plan, Y.; Wootters, M.
9
2018
Sketching for large-scale learning of mixture models. Zbl 1470.94045
Keriven, Nicolas; Bourrier, Anthony; Gribonval, Rémi; Pérez, Patrick
8
2018
Isometric sketching of any set via the restricted isometry property. Zbl 1473.60021
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7
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Cited by 1,700 Authors

19 Kabluchko, Zakhar A.
17 Wu, Hau-Tieng
15 Rauhut, Holger
13 Krahmer, Felix
12 Tropp, Joel A.
10 Cai, Jian-Feng
9 Bandeira, Afonso S.
9 Fadili, Jalal M.
9 Fan, Jianqing
8 Montanari, Andrea
8 Wang, Yang
8 Wei, Ke
7 Beinert, Robert
7 Dirksen, Sjoerd
7 Godland, Thomas
7 Iwen, Mark A.
7 Steidl, Gabriele
7 Wein, Alexander S.
7 Zdeborová, Lenka
6 Abbe, Emmanuel
6 Chen, Yuxin
6 Fornasier, Massimo
6 Gribonval, Rémi
6 Guntuboyina, Adityanand
6 Huang, Meng
6 Krzakąła, Florent
6 Li, Song
6 Ling, Shuyang
6 Maly, Johannes
6 Mukherjee, Sayan
6 Peyré, Gabriel
6 Saab, Rayan
6 Singer, Amit
6 Strohmer, Thomas
6 Thäle, Christoph
6 Traonmilin, Yann
6 Vershynin, Roman
6 Weinmann, Andreas
5 Bredies, Kristian
5 Cai, Tony Tony
5 Candès, Emmanuel J.
5 Cheng, Xiuyuan
5 Chi, Yuejie
5 De Castro, Yohann
5 Eftekhari, Armin
5 Fageot, Julien
5 Foucart, Simon
5 Jiao, Yuling
5 Lerman, Gilad
5 Lotz, Martin
5 Maggioni, Mauro
5 Needell, Deanna
5 Steinerberger, Stefan
5 Storath, Martin
5 Tanner, Jared W.
5 Tyagi, Hemant
5 Unser, Michael A.
5 Wang, Rongrong
5 Wu, Nan
5 Zaporozhets, Dmitry
5 Zhang, Teng
4 Boumal, Nicolas
4 Chatterjee, Sabyasachi
4 Denoyelle, Quentin
4 Drusvyatskiy, Dmitriy
4 Duval, Vincent
4 El Alaoui, Ahmed
4 Foygel Barber, Rina
4 Goldman, Gil
4 González-Sanz, Alberto
4 Han, Qiyang
4 Holler, Martin
4 Hug, Daniel
4 Jacques, Laurent
4 Kabanava, Maryia
4 Klein, Thierry E.
4 Kolar, Mladen
4 Kueng, Richard
4 Lagnoux, Agnès
4 Li, Huiping
4 Liu, Gi-Ren
4 McCoy, Michael B.
4 Mémoli, Facundo
4 Mixon, Dustin G.
4 Needham, Tom
4 Niles-Weed, Jonathan
4 Pan, Shaohua
4 Perry, Amelia
4 Salmon, Joseph
4 Samworth, Richard J.
4 Sen, Bodhisattva
4 Shi, Zuoqiang
4 So, Anthony Man-Cho
4 Uschmajew, André
4 Venkataramanan, Ramji
4 Wakin, Michael B.
4 Wang, Jianjun
4 Wang, Kaizheng
4 Xu, Jiaming
4 Zhao, Yunbin
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Cited in 221 Journals

69 Applied and Computational Harmonic Analysis
62 The Annals of Statistics
51 Journal of Machine Learning Research (JMLR)
39 SIAM Journal on Optimization
31 SIAM Journal on Imaging Sciences
27 SIAM Journal on Mathematics of Data Science
25 Electronic Journal of Statistics
23 The Journal of Fourier Analysis and Applications
22 Inverse Problems
17 Bernoulli
17 Foundations of Computational Mathematics
16 Linear Algebra and its Applications
15 Mathematical Programming. Series A. Series B
14 Journal of the American Statistical Association
14 Discrete & Computational Geometry
14 SIAM Journal on Matrix Analysis and Applications
13 Journal of Statistical Mechanics: Theory and Experiment
13 Information and Inference
10 Probability Theory and Related Fields
10 Journal of Computational and Graphical Statistics
10 Mathematical Statistics and Learning
9 Journal of Mathematical Imaging and Vision
8 Journal of Computational and Applied Mathematics
8 Machine Learning
8 The Annals of Applied Probability
8 Sampling Theory, Signal Processing, and Data Analysis
7 Constructive Approximation
7 Journal of Scientific Computing
7 Journal of Applied and Computational Topology
6 SIAM Journal on Scientific Computing
6 Advances in Computational Mathematics
6 Electronic Journal of Probability
6 SIAM Journal on Applied Algebra and Geometry
5 Communications in Mathematical Physics
5 Advances in Mathematics
5 The Annals of Probability
5 Mathematics of Operations Research
5 Neural Computation
5 Numerical Algorithms
5 Computational Statistics and Data Analysis
5 Multiscale Modeling & Simulation
5 Journal of Physics A: Mathematical and Theoretical
5 SIAM/ASA Journal on Uncertainty Quantification
4 Communications on Pure and Applied Mathematics
4 Annals of the Institute of Statistical Mathematics
4 SIAM Journal on Mathematical Analysis
4 Computational and Applied Mathematics
4 Analysis and Applications (Singapore)
4 International Journal of Wavelets, Multiresolution and Information Processing
4 Acta Numerica
4 Inverse Problems and Imaging
4 Foundations of Data Science
3 Journal of Mathematical Physics
3 Operations Research
3 Results in Mathematics
3 Acta Applicandae Mathematicae
3 Statistical Science
3 Journal of Global Optimization
3 SIAM Review
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Computational Optimization and Applications
3 Oberwolfach Reports
3 Journal of the Korean Statistical Society
3 The Annals of Applied Statistics
3 Algorithms
3 Statistics and Computing
3 Research in the Mathematical Sciences
2 Journal of Computational Physics
2 Journal of Mathematical Analysis and Applications
2 Journal of Statistical Physics
2 Linear and Multilinear Algebra
2 Mathematics of Computation
2 Applied Mathematics and Computation
2 Automatica
2 Biometrics
2 Information Sciences
2 Journal of Approximation Theory
2 Journal of Multivariate Analysis
2 Journal of Pure and Applied Algebra
2 Mathematika
2 SIAM Journal on Computing
2 SIAM Journal on Control and Optimization
2 Statistics & Probability Letters
2 Operations Research Letters
2 Optimization
2 Journal of Complexity
2 International Journal of Approximate Reasoning
2 Applied Mathematics Letters
2 Proceedings of the National Academy of Sciences of the United States of America
2 Stochastic Processes and their Applications
2 Cybernetics and Systems Analysis
2 Calculus of Variations and Partial Differential Equations
2 ETNA. Electronic Transactions on Numerical Analysis
2 Journal of Convex Analysis
2 Statistica Sinica
2 Annals of Mathematics and Artificial Intelligence
2 Methodology and Computing in Applied Probability
2 Comptes Rendus. Mathématique. Académie des Sciences, Paris
2 SIAM Journal on Applied Dynamical Systems
2 Optimization Letters
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Cited in 49 Fields

367 Statistics (62-XX)
231 Computer science (68-XX)
223 Operations research, mathematical programming (90-XX)
221 Information and communication theory, circuits (94-XX)
205 Numerical analysis (65-XX)
161 Probability theory and stochastic processes (60-XX)
91 Linear and multilinear algebra; matrix theory (15-XX)
59 Calculus of variations and optimal control; optimization (49-XX)
55 Combinatorics (05-XX)
55 Harmonic analysis on Euclidean spaces (42-XX)
51 Convex and discrete geometry (52-XX)
38 Statistical mechanics, structure of matter (82-XX)
32 Partial differential equations (35-XX)
30 Algebraic topology (55-XX)
27 Operator theory (47-XX)
26 Differential geometry (53-XX)
25 Functional analysis (46-XX)
22 Approximations and expansions (41-XX)
20 Global analysis, analysis on manifolds (58-XX)
18 Biology and other natural sciences (92-XX)
16 Quantum theory (81-XX)
16 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
16 Systems theory; control (93-XX)
12 Algebraic geometry (14-XX)
12 Manifolds and cell complexes (57-XX)
11 Geometry (51-XX)
11 Optics, electromagnetic theory (78-XX)
7 Commutative algebra (13-XX)
7 Measure and integration (28-XX)
7 Dynamical systems and ergodic theory (37-XX)
5 General and overarching topics; collections (00-XX)
5 Number theory (11-XX)
5 Group theory and generalizations (20-XX)
5 Ordinary differential equations (34-XX)
5 Fluid mechanics (76-XX)
4 Topological groups, Lie groups (22-XX)
2 Real functions (26-XX)
2 Difference and functional equations (39-XX)
2 Abstract harmonic analysis (43-XX)
2 Integral transforms, operational calculus (44-XX)
1 Mathematical logic and foundations (03-XX)
1 Associative rings and algebras (16-XX)
1 Nonassociative rings and algebras (17-XX)
1 Category theory; homological algebra (18-XX)
1 Functions of a complex variable (30-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Mechanics of particles and systems (70-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Geophysics (86-XX)

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