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Fingerprint Dive into the research topics where Chi Jin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output

  • 354 Citations
  • 9 h-Index
  • 8 Conference article
  • 5 Conference contribution
  • 2 Article
  • 1 Paper

Sampling can be faster than optimization

Ma, Y. A., Chen, Y., Jin, C., Flammarion, N. & Jordan, M. I., Oct 15 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 42, p. 20881-20885 5 p.

Princeton University

Research output: Contribution to journalArticle

Open Access
  • Is Q-learning provably efficient?

    Jin, C., Allen-Zhu, Z., Bubeck, S. & Jordan, M. I., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4863-4873 11 p.

    Research output: Contribution to journalConference article

  • 15 Scopus citations

    On the local minima of the empirical risk

    Jin, C., Ge, R., Liu, L. T. & Jordan, M. I., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4896-4905 10 p.

    Research output: Contribution to journalConference article

  • 4 Scopus citations

    Stochastic cubic regularization for fast nonconvex optimization

    Tripuraneni, N., Stern, M., Jin, C., Regier, J. & Jordan, M. I., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2899-2908 10 p.

    Research output: Contribution to journalConference article

  • 6 Scopus citations

    Global convergence of non-convex gradient descent for computing matrix squareroot

    Jain, P., Jin, C., Kakade, S. M. & Netrapalli, P., Jan 1 2017.

    Research output: Contribution to conferencePaper

  • 4 Scopus citations