Shun-ichi Amari
6 papers · 2003–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (18) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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The Questioner
Conferences
AISTATS (3)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
fisher information matrix
(3)
neural network optimization
(2)
batch normalization
(1)
loss landscape
(1)
natural gradient
(1)
probability distribution
(1)
generalization ability
(1)
maximum mean discrepancy
(1)
learning rate
(1)
deep neural network
(1)
sinkhorn divergence
(1)
layer normalization
(1)
network width
(1)
geometric divergence
(1)
stochastic neurodynamical method
(1)
mean field theory
(1)
eigenvalue statistics
(1)
optimal transport
(1)
Papers
When does preconditioning help or hurt generalization?
ICLR 2021
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks
NIPS 2019
Fisher Information and Natural Gradient Learning in Random Deep Networks
AISTATS 2019
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach
AISTATS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences
AISTATS 2019
Introduction to Special Issue on Independent Components Analysis
JMLR 2003