Research Output per year
Research Output per year
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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
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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.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
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 journal › Conference article › peer-review
30 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 journal › Conference article › peer-review
7 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 journal › Conference article › peer-review
8 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 conference › Paper › peer-review