Abdulkadir Canatar
4 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
kernel regression
(2)
neural tangent kernel
(2)
generalization error
(2)
model alignment
(1)
asymptotic analysis
(1)
gaussian process
(1)
spectral decomposition
(1)
neural response
(1)
learning curve
(1)
bayesian neural network
(1)
domain shift
(1)
representational geometry
(1)
spectral theory
(1)
neural alignment
(1)
feature kernel
(1)
neural prediction
(1)
statistical learning
(1)
finite-width correction
(1)
representation learning
(1)
out-of-distribution generalization
(1)
Papers
A Spectral Theory of Neural Prediction and Alignment
NeurIPS 2023
Asymptotics of representation learning in finite Bayesian neural networks
NeurIPS 2021
Out-of-Distribution Generalization in Kernel Regression
NeurIPS 2021
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks
ICML 2020