Shotaro Akaho
4 papers · 2003–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
fisher information matrix
(2)
neural network optimization
(2)
catastrophic forgetting
(1)
mean field theory
(1)
transfer learning
(1)
em algorithm
(1)
batch normalization
(1)
loss landscape
(1)
generalization error
(1)
generalization ability
(1)
learning rate
(1)
layer normalization
(1)
network width
(1)
auxiliary data
(1)
positive definite matrix
(1)
kernel matrix completion
(1)
bacteria clustering
(1)
eigenvalue statistics
(1)
neural tangent kernel
(1)
self-knowledge transfer
(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
NeurIPS 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