CS Faculty Photo

Associate Professor of Computer Science, Associate Professor of Mathematics

rongge at cs.duke.edu
(919) 660-7330
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Selected Publications
  • Generalization and Equilibrium in Generative Adversarial Nets (GANs). Sanjeev Arora, Rong Ge, Yingyu Liang, Tengyu Ma and Yi Zhang. ICML 2017
  • How to Escape Saddle Points Efficiently. Chi Jin, Rong Ge, Praneeth Netrapalli, Sham M. Kakade, Michael I. Jordan. ICML 2017.
  • Matrix Completion has No Spurious Local Minimum. Rong Ge, Jason D. Lee and Tengyu Ma. In NIPS 2016. Best Student Paper.
  • A Practical Algorithm for Topic Modeling with Provable Guarantees. Sanjeev Arora, Rong Ge, Yoni Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu, Michael Zhu, in ICML 2013
  • Tensor decompositions for learning latent variable models. Anima Anandkumar, Rong Ge, Daniel Hsu, Sham M. Kakade, Matus Telgarsky. In JMLR Vol 15.