Arthur Szlam, PhD - Publications

Affiliations: 
Mathematics City College of New York, New York, NY, United States 
Area:
learning, vision

30 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Li H, Linderman GC, Szlam A, Stanton KP, Kluger Y, Tygert M. Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis. Acm Transactions On Mathematical Software. Association For Computing Machinery. 43. PMID 28983138 DOI: 10.1145/3004053  0.36
2016 Tygert M, Bruna J, Chintala S, LeCun Y, Piantino S, Szlam A. A Mathematical Motivation for Complex-Valued Convolutional Networks. Neural Computation. 1-11. PMID 26890348 DOI: 10.1162/NECO_a_00824  1
2014 Guzzetta NA, Szlam F, Kiser AS, Fernandez JD, Szlam AD, Leong T, Tanaka KA. Augmentation of thrombin generation in neonates undergoing cardiopulmonary bypass. British Journal of Anaesthesia. 112: 319-27. PMID 24193321 DOI: 10.1093/bja/aet355  1
2014 He Y, Kavukcuoglu K, Wang Y, Szlam A, Qi Y. Unsupervised feature learning by Deep Sparse Coding Siam International Conference On Data Mining 2014, Sdm 2014. 2: 902-910. DOI: 10.1137/1.9781611973440.103  1
2014 Wang Y, Szlam A. K-mappings and Regression trees Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2937-2941. DOI: 10.1109/ICASSP.2014.6854138  1
2014 Poling B, Lerman G, Szlam A. Better feature tracking through subspace constraints Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3454-3461. DOI: 10.1109/CVPR.2014.441  1
2014 Bresson X, Tai XC, Chan TF, Szlam A. Multi-class transductive learning based on ℓ1 Relaxations of Cheeger Cut and Mumford-Shah-Potts Model Journal of Mathematical Imaging and Vision. 49: 191-201. DOI: 10.1007/s10851-013-0452-5  1
2014 Bruna J, Szlam A, Lecun Y. Signal recovery from pooling representations 31st International Conference On Machine Learning, Icml 2014. 2: 1585-1598.  1
2013 Wang Y, Szlam A, Lerman G. Robust locally linear analysis with applications to image denoising and blind inpainting Siam Journal On Imaging Sciences. 6: 526-562. DOI: 10.1137/110843642  1
2012 Balzano L, Szlam A, Recht B, Nowak R. K-subspaces with missing data 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 612-615. DOI: 10.1109/SSP.2012.6319774  1
2012 He J, Balzano L, Szlam A. Incremental gradient on the Grassmannian for online foreground and background separation in subsampled video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1568-1575. DOI: 10.1109/CVPR.2012.6247848  1
2012 Zhang T, Szlam A, Wang Y, Lerman G. Hybrid linear modeling via local best-fit flats International Journal of Computer Vision. 100: 217-240. DOI: 10.1007/s11263-012-0535-6  1
2012 Szlam A, Gregor K, LeCun Y. Fast approximations to structured sparse coding and applications to object classification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7576: 200-213. DOI: 10.1007/978-3-642-33715-4_15  1
2011 Gregor K, Szlam A, LeCun Y. Structured sparse coding via lateral inhibition Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 1
2010 Szlam F, Luan D, Bolliger D, Szlam AD, Levy JH, Varner JD, Tanaka KA. Anti-factor IXa Aptamer reduces propagation of thrombin generation in plasma anticoagulated with warfarin. Thrombosis Research. 125: 432-7. PMID 20004955 DOI: 10.1016/j.thromres.2009.11.018  1
2010 Szlam A, Guo Z, Osher S. A split Bregman method for non-negative sparsity penalized least squares with applications to hyperspectral demixing Proceedings - International Conference On Image Processing, Icip. 1917-1920. DOI: 10.1109/ICIP.2010.5651881  1
2010 Zhang T, Szlam A, Wang Y, Lerman G. Randomized hybrid linear modeling by local best-fit flats Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1927-1934. DOI: 10.1109/CVPR.2010.5539866  1
2010 Szlam A, Bresson X. Total variation and Cheeger cuts Icml 2010 - Proceedings, 27th International Conference On Machine Learning. 1039-1046.  1
2009 Szlam A, Sapiro G. Discriminative k-metrics Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 1009-1016. DOI: 10.1145/1553374.1553503  1
2009 Rokhlin V, Szlam A, Tygert M. A randomized algorithm for principal component analysis Siam Journal On Matrix Analysis and Applications. 31: 1100-1124. DOI: 10.1137/080736417  1
2009 Szlam A, Sapiro G. Discriminative k metrics and the Chan-Vese model for object detection and segmentation Proceedings of Spie - the International Society For Optical Engineering. 7446. DOI: 10.1117/12.825800  1
2009 Zhang T, Szlam A, Lerman G. Median K-flats for hybrid linear modeling with many outliers 2009 Ieee 12th International Conference On Computer Vision Workshops, Iccv Workshops 2009. 234-241. DOI: 10.1109/ICCVW.2009.5457695  1
2009 Szlam A. Asymptotic regularity of subdivisions of Euclidean domains by iterated PCA and iterated 2-means Applied and Computational Harmonic Analysis. 27: 342-350. DOI: 10.1016/j.acha.2009.02.006  1
2009 Houhou N, Bresson X, Szlam A, Chan TF, Thiran JP. Semi-supervised segmentation based on non-local continuous min-cut Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5567: 112-123. DOI: 10.1007/978-3-642-02256-2_10  1
2008 Szlam AD, Maggioni M, Coifman RR. Regularization on graphs with function-adapted diffusion processes Journal of Machine Learning Research. 9: 1711-1739.  1
2006 Coifman RR, Lafon S, Maggioni M, Keller Y, Szlam AD, Warner FJ, Zucker SW. Geometries of sensor outputs, inference and information processing Proceedings of Spie - the International Society For Optical Engineering. 6232. DOI: 10.1117/12.669723  1
2006 Bremer JC, Coifman RR, Maggioni M, Szlam AD. Diffusion wavelet packets Applied and Computational Harmonic Analysis. 21: 95-112. DOI: 10.1016/j.acha.2006.04.005  1
2005 Szlam AD, Maggioni M, Coifman RR, Bremer JC. Diffusion-driven multiscale analysis on manifolds and graphs: Top-down and bottom-up constructions Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-11. DOI: 10.1117/12.616931  1
2005 Maggioni M, Bremer JC, Coifman RR, Szlam AD. Biorthogonal diffusion wavelets for multiscale representations on manifolds and graphs Proceedings of Spie - the International Society For Optical Engineering. 5914: 1-13. DOI: 10.1117/12.616909  1
2001 Szlam AD. Monochromatic Translates of Configurations in the Plane Journal of Combinatorial Theory. Series A. 93: 173-176. DOI: 10.1006/jcta.2000.3065  1
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