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Srinadh Bhojanapalli

University of Texas at Austin

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Publication

Featured researches published by Srinadh Bhojanapalli.

international conference on machine learning | 2014

Coherent Matrix Completion

Yudong Chen; Srinadh Bhojanapalli; Sujay Sanghavi; Rachel Ward

neural information processing systems | 2016

Global Optimality of Local Search for Low Rank Matrix Recovery

Srinadh Bhojanapalli; Behnam Neyshabur; Nathan Srebro

international conference on machine learning | 2014

Universal Matrix Completion

Srinadh Bhojanapalli; Prateek Jain

Journal of Machine Learning Research | 2015

Completing any low-rank matrix, provably

Yudong Chen; Srinadh Bhojanapalli; Sujay Sanghavi; Rachel Ward

conference on learning theory | 2016

Dropping Convexity for Faster Semi-definite Optimization

Srinadh Bhojanapalli; Anastasios Kyrillidis; Sujay Sanghavi

neural information processing systems | 2017

Exploring Generalization in Deep Learning

Behnam Neyshabur; Srinadh Bhojanapalli; David A. McAllester; Nathan Srebro

international conference on learning representations | 2018

A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

Behnam Neyshabur; Srinadh Bhojanapalli; Nathan Srebro

symposium on discrete algorithms | 2015

Tighter low-rank approximation via sampling the leveraged element

Srinadh Bhojanapalli; Prateek Jain; Sujay Sanghavi

arXiv: Machine Learning | 2015

A New Sampling Technique for Tensors.

Srinadh Bhojanapalli; Sujay Sanghavi

arXiv: Machine Learning | 2016

Provable Burer-Monteiro factorization for a class of norm-constrained matrix problems

Dohyung Park; Anastasios Kyrillidis; Srinadh Bhojanapalli; Constantine Caramanis; Sujay Sanghavi

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Sujay Sanghavi

University of Texas at Austin

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Behnam Neyshabur

Toyota Technological Institute at Chicago

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Constantine Caramanis

University of Texas at Austin

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Nathan Srebro

Toyota Technological Institute at Chicago

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Prateek Jain

Microsoft

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Dohyung Park

Facebook

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Anastasios Kyrillidis

IBM

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Praneeth Netrapalli

Microsoft

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Rachel Ward

University of Texas at Austin

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Yudong Chen

University of California

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