Cheng Tai
4 papers · 2016–2019 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(9)
Conferences
JMLR (3)
ICML (1)
Top co-authors
Keywords
optimal control
(2)
stochastic differential equation
(2)
stochastic modified equation
(2)
weak approximation
(2)
stochastic gradient descent
(2)
momentum method
(1)
nesterov accelerated gradient
(1)
frame theory
(1)
adaptive stochastic gradient
(1)
hyperparameter adjustment
(1)
pontryagin maximum principle
(1)
multiscale representation
(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