Alper Erdogan
3 papers · 2022–2023 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
representation learning
(1)
neural network training
(1)
blind source separation
(1)
self-supervised learning
(1)
mutual information
(1)
coordinate descent
(1)
biological plausibility
(1)
dendritic processing
(1)
information maximization
(1)
weight symmetry
(1)
backpropagation alternative
(1)
feature covariance
(1)
mode collapse
(1)
similarity matching
(1)
neural network
(1)
determinant maximization
(1)
correlated source
(1)
correlative information maximization
(1)
Papers
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
NeurIPS 2023
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources
NeurIPS 2022
Self-Supervised Learning with an Information Maximization Criterion
NeurIPS 2022