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All publications by Sanjeev Arora
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Provable Bounds for Learning Some Deep Representations
Sanjeev Arora, Aditya Bhaskara, Rong Ge and Tengyu Ma
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Practical Algorithm for Topic Modeling with Provable Guarantees
Sanjeev Arora, Rong Ge, Yonatan Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu and Michael Zhu
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


"Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders"
Sanjeev Arora, Rong Ge, Ankur Moitra and Sushant Sachdeva
Advances in Neural Information Processing Systems 25, 2012


A Note on the Representational Incompatibility of Function Approximation and Factored Dynamics
Eric Allender, Sanjeev Arora, Michael Kearns, Cristopher Moore and Alexander Russell
Advances in Neural Information Processing Systems 15, 2002