Edit Profile Szlam, Arthur D. Compute Distance To: Compute Author ID: szlam.arthur-d Published as: Szlam, A. D.; Szlam, Arthur; Szlam, Arthur D. Documents Indexed: 14 Publications since 2001 all top 5 Co-Authors 2 single-authored 5 Tygert, Mark 2 Chintala, Soumith 2 Coifman, Ronald Raphaël 2 Johnson, Peter D. jun. 2 Lerman, Gilad 2 Maggioni, Mauro 2 Wang, Yi 1 Bremer, James C. 1 Bresson, Xavier 1 Bruna, Joan 1 Chan, Tony Fan-Cheong 1 Hoffman, Dean G. 1 Kluger, Yuval 1 LeCun, Yann 1 Li, Huamin 1 Linderman, George C. 1 Piantino, Serkan 1 Ranzato, Marc’Aurelio 1 Rokhlin, Vladimir 1 Stanton, Kelly P. 1 Tai, Xuecheng 1 Tian, Yuandong 1 Tulloch, Andrew 1 Zaremba, Wojciech 1 Zhang, Teng all top 5 Serials 3 Applied and Computational Harmonic Analysis 2 SIAM Journal on Matrix Analysis and Applications 1 ACM Transactions on Mathematical Software 1 Journal of Combinatorial Theory. Series A 1 JCMCC. The Journal of Combinatorial Mathematics and Combinatorial Computing 1 Neural Computation 1 Journal of Mathematical Imaging and Vision 1 International Journal of Computer Vision 1 Geombinatorics 1 Journal of Machine Learning Research (JMLR) 1 SIAM Journal on Imaging Sciences all top 5 Fields 7 Numerical analysis (65-XX) 6 Statistics (62-XX) 6 Computer science (68-XX) 3 Combinatorics (05-XX) 2 Information and communication theory, circuits (94-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 11 Publications have been cited 106 times in 93 Documents Cited by ▼ Year ▼ A randomized algorithm for principal component analysis. Zbl 1198.65035Rokhlin, Vladimir; Szlam, Arthur; Tygert, Mark 34 2010 Regularization on graphs with function-adapted diffusion processes. Zbl 1225.68217Szlam, Arthur D.; Maggioni, Mauro; Coifman, Ronald R. 21 2008 Hybrid linear modeling via local best-fit flats. Zbl 1259.68207Zhang, Teng; Szlam, Arthur; Wang, Yi; Lerman, Gilad 16 2012 Multi-class transductive learning based on \(\ell^1\) relaxations of Cheeger cut and Mumford-Shah-Potts model. Zbl 1366.68230Bresson, Xavier; Tai, Xue-Cheng; Chan, Tony F.; Szlam, Arthur 9 2014 Diffusion wavelet packets. Zbl 1093.42021Bremer, James C.; Coifman, Ronald R.; Maggioni, Mauro; Szlam, Arthur D. 9 2006 Algorithm 971: An implementation of a randomized algorithm for principal component analysis. Zbl 1391.65085Li, Huamin; Linderman, George C.; Szlam, Arthur; Stanton, Kelly P.; Kluger, Yuval; Tygert, Mark 8 2017 Robust locally linear analysis with applications to image denoising and blind inpainting. Zbl 1278.62101Wang, Yi; Szlam, Arthur; Lerman, Gilad 3 2013 Accurate low-rank approximations via a few iterations of alternating least squares. Zbl 1367.65067Szlam, Arthur; Tulloch, Andrew; Tygert, Mark 2 2017 Monochromatic translates of configurations in the plane. Zbl 0966.05077Szlam, Arthur D. 2 2001 Scale-invariant learning and convolutional networks. Zbl 1392.68340Chintala, Soumith; Ranzato, Marc’Aurelio; Szlam, Arthur; Tian, Yuandong; Tygert, Mark; Zaremba, Wojciech 1 2017 Asymptotic regularity of subdivisions of Euclidean domains by iterated PCA and iterated 2-means. Zbl 1172.62315Szlam, Arthur 1 2009 Algorithm 971: An implementation of a randomized algorithm for principal component analysis. Zbl 1391.65085Li, Huamin; Linderman, George C.; Szlam, Arthur; Stanton, Kelly P.; Kluger, Yuval; Tygert, Mark 8 2017 Accurate low-rank approximations via a few iterations of alternating least squares. Zbl 1367.65067Szlam, Arthur; Tulloch, Andrew; Tygert, Mark 2 2017 Scale-invariant learning and convolutional networks. Zbl 1392.68340Chintala, Soumith; Ranzato, Marc’Aurelio; Szlam, Arthur; Tian, Yuandong; Tygert, Mark; Zaremba, Wojciech 1 2017 Multi-class transductive learning based on \(\ell^1\) relaxations of Cheeger cut and Mumford-Shah-Potts model. Zbl 1366.68230Bresson, Xavier; Tai, Xue-Cheng; Chan, Tony F.; Szlam, Arthur 9 2014 Robust locally linear analysis with applications to image denoising and blind inpainting. Zbl 1278.62101Wang, Yi; Szlam, Arthur; Lerman, Gilad 3 2013 Hybrid linear modeling via local best-fit flats. Zbl 1259.68207Zhang, Teng; Szlam, Arthur; Wang, Yi; Lerman, Gilad 16 2012 A randomized algorithm for principal component analysis. Zbl 1198.65035Rokhlin, Vladimir; Szlam, Arthur; Tygert, Mark 34 2010 Asymptotic regularity of subdivisions of Euclidean domains by iterated PCA and iterated 2-means. Zbl 1172.62315Szlam, Arthur 1 2009 Regularization on graphs with function-adapted diffusion processes. Zbl 1225.68217Szlam, Arthur D.; Maggioni, Mauro; Coifman, Ronald R. 21 2008 Diffusion wavelet packets. Zbl 1093.42021Bremer, James C.; Coifman, Ronald R.; Maggioni, Mauro; Szlam, Arthur D. 9 2006 Monochromatic translates of configurations in the plane. Zbl 0966.05077Szlam, Arthur D. 2 2001 all cited Publications top 5 cited Publications all top 5 Cited by 199 Authors 4 Tygert, Mark 3 Candès, Emmanuel J. 3 Coifman, Ronald Raphaël 3 Gilboa, Guy 3 Gu, Ming 3 Lerman, Gilad 3 Maggioni, Mauro 3 Sabelfeld, Karl Karlovich 3 Zhang, Teng 2 Aldroubi, Akram 2 Averbuch, Amir Z. 2 Bae, Egil 2 Bertozzi, Andrea Louise 2 Cevher, Volkan 2 Elad, Michael 2 Haddad, Ali 2 Kluger, Yuval 2 Kushnir, Dan 2 Martinsson, Per-Gunnar 2 Mémoli, Facundo 2 Merkurjev, Ekaterina 2 Pesenson, Isaac Zalmanovich 2 Romano, Yaniv 2 Soltanolkotabi, Mahdi 2 Szlam, Arthur D. 2 Tai, Xuecheng 2 Tropp, Joel A. 2 Udell, Madeleine 2 Voronin, Sergeĭ Mikhaĭlovich 2 Yin, Ke 2 Yurtsever, Alp 1 Aizenbud, Yariv 1 Allard, William K. 1 Arman, Andrii 1 Aujol, Jean-Franois 1 Bai, Yanqin 1 Bai, Yiguang 1 Bernstein, Swanhild 1 Berry, Tyrus 1 Bjarkason, Elvar K. 1 Bölcskei, Helmut 1 Braverman, Elena 1 Bruna, Joan 1 Brunton, Steven L. 1 Buhr, Andreas 1 Cai, Jian-Feng 1 Che, Maolin 1 Chen, Guangliang 1 Chen, Ting-Li 1 Chintala, Soumith 1 Conlon, David 1 Darnell, Gregory 1 Daubechies, Ingrid Chantal 1 David, Gil 1 Deng, Naiyang 1 Dhillon, Inderjit S. 1 Díaz-de-María, Fernando 1 Diaz Martinez, Diego H. 1 Dongarra, Jack J. 1 Duersch, Jed A. 1 Duong, Xuan Thinh 1 Ehler, Martin 1 Elhamifar, Ehsan 1 Elmoataz, Abderrahim 1 Engelhardt, Barbara E. 1 Erichson, N. Benjamin 1 Fadili, Jalal M. 1 Fan, Jiyun 1 Feiszli, Matt 1 Feng, Yuehua 1 Filbir, Frank-Dieter 1 Flenner, Arjuna 1 Fox, Jacob 1 Gao, Tingran 1 García-García, Darío 1 Gates, Mark 1 Georgiev, Stoyan 1 Goins, Edray Herber 1 Gorodetsky, Alex A. 1 Gu, Yu 1 Hafiene, Yosra 1 Haidar, Azzam 1 Han, Bin 1 Han, Huimei 1 Heckel, Reinhard 1 Hicks, Illya V. 1 Himpe, Christian 1 Hirn, Matthew J. 1 Horesh, Dikla 1 Huang, Suyun 1 Irion, Jeff 1 Ito, Kazufumi 1 Jaffe, Ariel 1 Ji, Hui 1 Jia, Zhongxiao 1 Jin, Bangti 1 Jones, Peter Wilcox 1 Keydel, Paul 1 Krämer, Boris 1 Kumar, N. Kishore ...and 99 more Authors all top 5 Cited in 49 Serials 15 Applied and Computational Harmonic Analysis 7 SIAM Journal on Scientific Computing 5 SIAM Journal on Matrix Analysis and Applications 5 SIAM Journal on Imaging Sciences 4 SIAM Review 3 The Annals of Statistics 3 Journal of Scientific Computing 3 Journal of Mathematical Imaging and Vision 2 Applied Mathematical Modelling 2 Linear Algebra and its Applications 2 Advances in Computational Mathematics 1 Computers & Mathematics with Applications 1 Discrete Mathematics 1 Inverse Problems 1 Journal of Computational Physics 1 Linear and Multilinear Algebra 1 Information Sciences 1 Journal of Applied Probability 1 Journal of Approximation Theory 1 Journal of Optimization Theory and Applications 1 Mathematics and Computers in Simulation 1 Quarterly of Applied Mathematics 1 Statistics & Probability Letters 1 Constructive Approximation 1 Algorithmica 1 Discrete & Computational Geometry 1 Machine Learning 1 Neural Computation 1 Journal of Global Optimization 1 Journal of Statistical Computation and Simulation 1 Pattern Recognition 1 International Journal of Computer Vision 1 ETNA. Electronic Transactions on Numerical Analysis 1 Engineering Analysis with Boundary Elements 1 The Journal of Fourier Analysis and Applications 1 Abstract and Applied Analysis 1 Data Mining and Knowledge Discovery 1 Foundations of Science 1 Foundations of Computational Mathematics 1 Journal of Machine Learning Research (JMLR) 1 SIAM Journal on Applied Dynamical Systems 1 Multiscale Modeling & Simulation 1 Discrete Optimization 1 Inverse Problems and Imaging 1 Electronic Journal of Statistics 1 Science China. Mathematics 1 Information and Inference 1 JSIAM Letters 1 Computational Visual Media all top 5 Cited in 23 Fields 44 Numerical analysis (65-XX) 36 Computer science (68-XX) 26 Statistics (62-XX) 18 Information and communication theory, circuits (94-XX) 12 Combinatorics (05-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 9 Probability theory and stochastic processes (60-XX) 7 Operations research, mathematical programming (90-XX) 5 Operator theory (47-XX) 4 Partial differential equations (35-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 3 Approximations and expansions (41-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Systems theory; control (93-XX) Citations by Year