Berfin Simsek
8 papers
· 2020–2025
· 4 conferences
· across top CS/AI conferences
Achievements
๐บ๏ธ
Taxonomy Completionist
(13)
๐
Interdisciplinary Bridge
๐งญ
Keyword Pioneer
๐
Conference Polyglot
(4)
๐
Academic Marathon
(5)
๐
Cross-Pollinator
(4)
๐
Trend Setter
โ
The Questioner
Conferences
ICML (4)
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
kernel ridge regression
(2)
learning theory
(1)
knowledge distillation
(1)
loss landscape
(1)
generalization error
(1)
random matrix theory
(1)
gradient flow
(1)
implicit regularization
(1)
weight averaging
(1)
affine subspace
(1)
random feature model
(1)
critical point
(1)
overparameterized neural network
(1)
risk prediction
(1)
kernel alignment
(1)
permutation symmetry
(1)
kernel methods
(1)
statistical learning
(1)
neural network
(1)