"implicit regularization" Papers
10 papers found
How Memory in Optimization Algorithms Implicitly Modifies the Loss
Matias Cattaneo, Boris Shigida
NeurIPS 2025posterarXiv:2502.02132
Mask in the Mirror: Implicit Sparsification
Tom Jacobs, Rebekka Burkholz
ICLR 2025posterarXiv:2408.09966
6
citations
Optimal Rates in Continual Linear Regression via Increasing Regularization
Ran Levinstein, Amit Attia, Matan Schliserman et al.
NeurIPS 2025posterarXiv:2506.06501
2
citations
The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis
El Mehdi Achour, Francois Malgouyres, Sebastien Gerchinovitz
ICLR 2025posterarXiv:2107.13289
21
citations
Variational Learning Finds Flatter Solutions at the Edge of Stability
Avrajit Ghosh, Bai Cong, Rio Yokota et al.
NeurIPS 2025spotlightarXiv:2506.12903
1
citations
Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks
Zach Robertson, Sanmi Koyejo
ICML 2024poster
Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
Shokichi Takakura, Taiji Suzuki
ICML 2024poster
On the Implicit Bias of Adam
Matias Cattaneo, Jason Klusowski, Boris Shigida
ICML 2024poster
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective
Chi-Heng Lin, Chiraag Kaushik, Eva Dyer et al.
ICML 2024posterarXiv:2210.05021
Towards Architecture-Agnostic Untrained Networks Priors for Image Reconstruction with Frequency Regularization
Yilin Liu, Yunkui Pang, Jiang Li et al.
ECCV 2024posterarXiv:2312.09988
2
citations