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Browsing by Author Arora, Sanjeev

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Publication DateArticle TitleAuthor(s)
2016A Combinatorial, Primal-Dual Approach to Semidefinite ProgramsArora, Sanjeev; Kale, Satyen
2018A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMsArora, Sanjeev; Khodak, Mikhail; Saunshi, Nikunj; Vodrahalli, Kiran
2012Computing a nonnegative matrix factorization -- provablyArora, Sanjeev; Ge, Rong; Kannan, Ravindran; Moitra, Ankur
2016Computing a nonnegative matrix factorization-provablyArora, Sanjeev; Ge, R; Kannan, R; Moitra, A
2019A Convergence Analysis of Gradient Descent for Deep Linear Neural NetworksArora, Sanjeev; Golowich, Nadav; Cohen, Noah; Hu, Wei
2019Explaining Landscape Connectivity of Low-cost Solutions for Multilayer NetsKuditipudi, Rohith; Wang, Xiang; Lee, Holden; Zhang, Yi; Li, Zhiyuan; et al
2012Finding overlapping communities in social networks: Toward a rigorous approachArora, Sanjeev; Ge, R; Sachdeva, S; Schoenebeck, G
2019Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural NetworksArora, Sanjeev; Du, Simon; Hu, Wei; Li, Zhiyuan; Wang, Ruosong
2017Generalization and equilibrium in generative adversarial nets (GANs)Arora, Sanjeev; Ge, R; Liang, Y; Ma, T; Zhang, Y
2019Implicit Regularization in Deep Matrix FactorizationArora, Sanjeev; Cohen, Nadav; Hu, Wei; Luo, Yuping
2020InstaHide: Instance-hiding Schemes for Private Distributed LearningHuang, Yangsibo; Song, Zhao; Li, Kai; Arora, Sanjeev
2018A la carte embedding: Cheap but effective induction of semantic feature vectorsKhodak, M; Saunshi, N; Liang, Y; Ma, T; Stewart, Brandon; et al
2012Learning topic models - Going beyond SVDArora, Sanjeev; Ge, R; Moitra, A
2018Learning topic models -- provably and efficientlyArora, Sanjeev; Ge, Rong; Halpern, Yoni; Mimno, David; Moitra, Ankur; et al
2012Local Versus Global Properties of Metric SpacesArora, Sanjeev; Lovász, László; Newman, Ilan; Rabani, Yuval; Rabinovich, Yuri; et al
Jun-2017Mapping between fMRI responses to movies and their natural language annotationsVodrahalli, Kiran; Chen, Po-Hsuan; Liang, Yingyu; Baldassano, Christopher; Chen, Janice; et al
2018Mathematics of machine learning: An introductionArora, Sanjeev
2012Message-Passing Algorithms and Improved LP DecodingArora, Sanjeev; Daskalakis, Constantinos; Steurer, David
2014New algorithms for learning incoherent and overcomplete dictionariesArora, Sanjeev; Ge, R; Moitra, A
2019On Exact Computation with an Infinitely Wide Neural NetArora, Sanjeev; Du, Simon S; Hu, Wei; Li, Zhiyuan; Salakhutdinov, Russ R; et al