| Information-theoretic metric learning JV Davis, B Kulis, P Jain, S Sra, IS Dhillon Proceedings of the 24th international conference on Machine learning, 209-216, 2007 | 2703 | 2007 |
| Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. A Banerjee, IS Dhillon, J Ghosh, S Sra Journal of Machine Learning Research 6 (9), 2005 | 1238 | 2005 |
| Optimization for machine learning S Sra, S Nowozin, SJ Wright MIT press, 2011 | 1056 | 2011 |
| Contrastive learning with hard negative samples J Robinson, CY Chuang, S Sra, S Jegelka ICLR 2021, 2021 | 926 | 2021 |
| Stochastic Variance Reduction for Nonconvex Optimization SJ Reddi, A Hefny, S Sra, B Póczós, A Smola International Conference on Machine Learning (ICML), 2016 | 723 | 2016 |
| Generalized nonnegative matrix approximations with Bregman divergences S Sra, I Dhillon Advances in neural information processing systems 18, 2005 | 677 | 2005 |
| Why gradient clipping accelerates training: A theoretical justification for adaptivity J Zhang, T He, S Sra, A Jadbabaie International Conference on Learning Representations (ICLR 2020), 2019 | 584 | 2019 |
| Minimum sum-squared residue co-clustering of gene expression data H Cho, IS Dhillon, Y Guan, S Sra Proceedings of the 2004 SIAM international conference on data mining, 114-125, 2004 | 437 | 2004 |
| Why are adaptive methods good for attention models? J Zhang, SP Karimireddy, A Veit, S Kim, S Reddi, S Kumar, S Sra Advances in Neural Information Processing Systems 33, 15383-15393, 2020 | 383* | 2020 |
| First-order methods for geodesically convex optimization H Zhang, S Sra Conference on Learning Theory (COLT), 2016 | 331 | 2016 |
| Efficient filter flow for space-variant multiframe blind deconvolution M Hirsch, S Sra, B Schölkopf, S Harmeling 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 329 | 2010 |
| Riemannian SVRG: Fast stochastic optimization on Riemannian manifolds H Zhang, S J Reddi, S Sra Advances in Neural Information Processing Systems 29, 2016 | 301 | 2016 |
| Proximal stochastic methods for nonsmooth nonconvex finite-sum optimization SJ Reddi, S Sra, B Poczos, A Smola Advances in Neural Information Processing Systems, 2016 | 262 | 2016 |
| Randomized nonlinear component analysis D Lopez-Paz, S Sra, A Smola, Z Ghahramani, B Schölkopf International conference on machine learning, 1359-1367, 2014 | 238 | 2014 |
| Geometric Mean Metric Learning PH Zadeh, R Hosseini, S Sra International Conference on Machine Learning (ICML), 2016 | 227 | 2016 |
| Entropic metric alignment for correspondence problems J Solomon, G Peyré, VG Kim, S Sra ACM Transactions on Graphics (ToG) 35 (4), 1-13, 2016 | 226 | 2016 |
| Transformers learn to implement preconditioned gradient descent for in-context learning K Ahn, X Cheng, H Daneshmand, S Sra Advances in Neural Information Processing Systems 36, 45614-45650, 2023 | 225 | 2023 |
| A short note on parameter approximation for von Mises-Fisher distributions: and a fast implementation of I s (x) S Sra Computational Statistics 27, 177-190, 2012 | 218 | 2012 |
| On variance reduction in stochastic gradient descent and its asynchronous variants SJ Reddi, A Hefny, S Sra, B Poczos, AJ Smola Advances in neural information processing systems, 2647-2655, 2015 | 214 | 2015 |
| Jensen-bregman logdet divergence with application to efficient similarity search for covariance matrices A Cherian, S Sra, A Banerjee, N Papanikolopoulos IEEE transactions on pattern analysis and machine intelligence 35 (9), 2161-2174, 2012 | 203 | 2012 |
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at Amazoncs.utexas.edu의 이메일 확인됨
Stefanie JegelkaTUM and MITmit.edu의 이메일 확인됨Jingzhao ZhangIIIS, Tsinghua Universitymit.edu의 이메일 확인됨
Ali JadbabaieJR East Professor of Engineering, MITmit.edu의 이메일 확인됨
Chulhee YunEwon Assistant Professor, KAIST Kim Jaechul Graduate School of AIkaist.ac.kr의 이메일 확인됨
Alex SmolaBoson AIsmola.org의 이메일 확인됨
Anoop CherianMitsubishi Electric Research Labs (MERL), Adj. Assoc. Prof. Australian National Universitymerl.com의 이메일 확인됨
Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-Champaignillinois.edu의 이메일 확인됨
Reshad HosseiniAssistant Professor, Machine Learning and Robotics Group, University of Tehrantuebingen.mpg.de의 이메일 확인됨
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHtuebingen.mpg.de의 이메일 확인됨
Barnabas PoczosAssociate professor, Carnegie Mellon Universitycs.cmu.edu의 이메일 확인됨
Brian KulisAssociate Professor at Boston University & Amazon Scholarbu.edu의 이메일 확인됨
Sebastian NowozinGoogle DeepMinddeepmind.com의 이메일 확인됨
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of Wisconsincs.wisc.edu의 이메일 확인됨
Joshua RobinsonIsomorphic Labsmit.edu의 이메일 확인됨
Kwangjun AhnMicrosoft Researchmicrosoft.com의 이메일 확인됨
Ahmed HefnyApplied Research Scientist, Cruisegetcruise.com의 이메일 확인됨
Chengtao LiGalixirgalixir.com의 이메일 확인됨
Michael HirschMax Planck Institute for Intelligent Systems Tübingentuebingen.mpg.de의 이메일 확인됨