Poster "implicit bias" Papers
9 papers found
Conference
Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
Hyunji Jung, Hanseul Cho, Chulhee Yun
ICLR 2025arXiv:2504.12712
4
citations
Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least Squares
Lachlan MacDonald, Hancheng Min, Leandro Palma et al.
NEURIPS 2025arXiv:2510.17506
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
Binghui Li, Zhixuan Pan, Kaifeng Lyu et al.
ICLR 2025arXiv:2410.10322
Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks
Amit Peleg, Matthias Hein
ICML 2024arXiv:2407.03848
Can Implicit Bias Imply Adversarial Robustness?
Hancheng Min, Rene Vidal
ICML 2024arXiv:2405.15942
5
citations
Graph Neural Networks Use Graphs When They Shouldn't
Maya Bechler-Speicher, Ido Amos, Ran Gilad-Bachrach et al.
ICML 2024arXiv:2309.04332
27
citations
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
Noam Razin, Yotam Alexander, Edo Cohen-Karlik et al.
ICML 2024arXiv:2402.07875
4
citations
On the Implicit Bias of Adam
Matias Cattaneo, Jason Klusowski, Boris Shigida
ICML 2024arXiv:2309.00079
24
citations
Simplicity Bias via Global Convergence of Sharpness Minimization
Khashayar Gatmiry, Zhiyuan Li, Sashank J. Reddi et al.
ICML 2024arXiv:2410.16401
3
citations