Kevin Luk

发表

An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise

Guodong Zhang, Jimmy Ba, Yeming Wen, 2020, AISTATS.

An Empirical Study of Large-Batch Stochastic Gradient Descent with Structured Covariance Noise

Jimmy Ba, Yeming Wen, Harris Chan, 2019, 1902.08234.

Log Picard Algebroids and Meromorphic Line Bundles

Kevin Luk, M. Gualtieri, 2017, International Mathematics Research Notices.

Interplay Between Optimization and Generalization of Stochastic Gradient Descent with Covariance Noise

Jimmy Ba, Yeming Wen, Guodong Zhang, 2019, arXiv.org.

Logarithmic Algebroids and Meromorphic Line Bundles and Gerbes

Kevin Luk, 2017 .

Moduli Space Techniques in Algebraic Geometry and Symplectic Geometry

Kevin Luk, 2012 .

A Coordinate-Free Construction of Scalable Natural Gradient pdf

Roger B. Grosse, Kevin Luk, Kevin Luk, 2018, ArXiv.