Kangqiao Liu

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Perceptron Algorithm

Power Law Distribution

Top Venues

Publications

Ziyin Liu, Kangqiao Liu, Takashi Mori, Masahito Ueda
Strength of Minibatch Noise in SGD. ICLR (2022)
Takashi Mori, Ziyin Liu, Kangqiao Liu, Masahito Ueda
Power-Law Escape Rate of SGD. ICML (2022)
Kangqiao Liu, Ziyin Liu, Masahito Ueda
Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent. ICML (2021)
Ziyin Liu, Kangqiao Liu, Takashi Mori, Masahito Ueda
On Minibatch Noise: Discrete-Time SGD, Overparametrization, and Bayes. CoRR (2021)
Takashi Mori, Ziyin Liu, Kangqiao Liu, Masahito Ueda
Logarithmic landscape and power-law escape rate of SGD. CoRR (2021)
Kangqiao Liu, Ziyin Liu, Masahito Ueda
Stochastic Gradient Descent with Large Learning Rate. CoRR (2020)