Satoki Ishikawa
3 papers · 2024–2025 · 1 venue · across top CS/AI venues
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Venues
Top co-authors
Research topics
Keywords
predictive coding
(2)
neural network optimization
(2)
maximal update parameterization
(2)
hyperparameter transfer
(1)
second-order optimization
(1)
infinite-width limit
(1)
temporal prediction
(1)
neural network
(1)
target propagation
(1)
non-contrastive learning
(1)
representation learning
(1)
local loss optimization
(1)
feature learning
(1)
self-supervised learning
(1)
Papers
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation
ICLR 2025
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
ICLR 2025
On the Parameterization of Second-Order Optimization Effective towards the Infinite Width
ICLR 2024