Cheng Tai
4 papers · 2016–2019 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Interdisciplinary Bridge ยท Bronze
๐ฃ
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
optimal control
(2)
stochastic differential equation
(2)
stochastic gradient descent
(2)
stochastic modified equation
(2)
weak approximation
(2)
momentum method
(1)
multi-scale representation
(1)
nesterov accelerated gradient
(1)
frame theory
(1)
adaptive stochastic gradient
(1)
hyperparameter adjustment
(1)
pontryagin maximum principle
(1)
training algorithm
(1)
dictionary learning
(1)
adaptive hyperparameter
(1)
feature extraction
(1)
deep learning
(1)
neural network optimization
(1)
signal processing
(1)
Papers
Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations
JMLR 2019
Maximum Principle Based Algorithms for Deep Learning
JMLR 2018
Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms
ICML 2017
Multiscale Adaptive Representation of Signals: I. The Basic Framework
JMLR 2016