Shotaro Akaho
4 papers · 2003–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (19) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
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Trend Setter
Conferences
AISTATS (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
neural network optimization
(2)
fisher information matrix
(2)
batch normalization
(1)
loss landscape
(1)
generalization ability
(1)
learning rate
(1)
layer normalization
(1)
network width
(1)
auxiliary datum
(1)
positive definite matrix
(1)
kernel matrix completion
(1)
bacteria clustering
(1)
mean field theory
(1)
eigenvalue statistics
(1)
em algorithm
(1)
Papers
Learning curves for continual learning in neural networks: Self-knowledge transfer and forgetting
ICLR 2022
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks
NIPS 2019
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach
AISTATS 2019
The em Algorithm for Kernel Matrix Completion with Auxiliary Data
JMLR 2003