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Sanjeev Arora

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A Simple Saliency Method That Passes the Sanity Checks

May 27, 2019
Arushi Gupta, Sanjeev Arora

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On Exact Computation with an Infinitely Wide Neural Net

Apr 26, 2019
Sanjeev Arora, Simon S. Du, Wei Hu, Zhiyuan Li, Ruslan Salakhutdinov, Ruosong Wang

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A Theoretical Analysis of Contrastive Unsupervised Representation Learning

Feb 25, 2019
Sanjeev Arora, Hrishikesh Khandeparkar, Mikhail Khodak, Orestis Plevrakis, Nikunj Saunshi

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Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks

Jan 24, 2019
Sanjeev Arora, Simon S. Du, Wei Hu, Zhiyuan Li, Ruosong Wang

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Theoretical Analysis of Auto Rate-Tuning by Batch Normalization

Dec 10, 2018
Sanjeev Arora, Zhiyuan Li, Kaifeng Lyu

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Stronger generalization bounds for deep nets via a compression approach

Nov 05, 2018
Sanjeev Arora, Rong Ge, Behnam Neyshabur, Yi Zhang

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Linear Algebraic Structure of Word Senses, with Applications to Polysemy

Jul 20, 2018
Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski

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On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization

Jun 11, 2018
Sanjeev Arora, Nadav Cohen, Elad Hazan

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An Analysis of the t-SNE Algorithm for Data Visualization

Jun 06, 2018
Sanjeev Arora, Wei Hu, Pravesh K. Kothari

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A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors

May 14, 2018
Mikhail Khodak, Nikunj Saunshi, Yingyu Liang, Tengyu Ma, Brandon Stewart, Sanjeev Arora

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