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All publications by Rong Ge
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**Intersecting Faces: Non-negative Matrix Factorization With New Guarantees**

*Rong Ge* and *James Zou*

Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015

**Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization**

*Roy Frostig*, *Rong Ge*, *Sham Kakade* and *Aaron Sidford*

Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015

**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