Melih Barsbey
5 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ALT (1)
ICCV (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
stochastic gradient descent
(2)
heavy-tailed distribution
(2)
algorithmic stability
(1)
generalization error
(1)
learning rate
(1)
generalization bound
(1)
spurious correlation
(1)
overparameterized network
(1)
least square
(1)
activation sparsity
(1)
large learning rate
(1)
invariant feature
(1)
network compression
(1)
heavy tail
(1)
representation property
(1)
neural network compression
(1)
uniform stability
(1)
model robustness
(1)
Papers
Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility
ICCV 2025
Grokking at the Edge of Numerical Stability
ICLR 2025
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
ICML 2024
Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares
ALT 2023
Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks
NIPS 2021