Masahito Ueda
8 papers
· 2019–2023
· 3 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Polyglot
(3)
π§
Keyword Pioneer
π
Cross-Pollinator
(9)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
ICLR (4)
ICML (2)
NIPS (2)
Top co-authors
Keywords
escape rate
(2)
stochastic gradient descent
(2)
neural network optimization
(1)
optimization theory
(1)
selective classification
(1)
stationary distribution
(1)
learning rate
(1)
inductive bia
(1)
hessian eigenvalue
(1)
implicit bia
(1)
stochastic differential equation
(1)
activation function
(1)
saddle point
(1)
flat minimum
(1)
neural network
(1)
periodic function
(1)
function extrapolation
(1)
portfolio theory
(1)
uncertainty quantification
(1)
Papers
Strength of Minibatch Noise in SGD
ICLR 2022
SGD Can Converge to Local Maxima
ICLR 2022
Power-Law Escape Rate of SGD
ICML 2022