"implicit regularization" Papers
10 papers found
Conference
How Memory in Optimization Algorithms Implicitly Modifies the Loss
Matias Cattaneo, Boris Shigida
NEURIPS 2025arXiv:2502.02132
2
citations
Mask in the Mirror: Implicit Sparsification
Tom Jacobs, Rebekka Burkholz
ICLR 2025arXiv:2408.09966
7
citations
Optimal Rates in Continual Linear Regression via Increasing Regularization
Ran Levinstein, Amit Attia, Matan Schliserman et al.
NEURIPS 2025arXiv:2506.06501
2
citations
The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis
El Mehdi Achour, Francois Malgouyres, Sebastien Gerchinovitz
ICLR 2025arXiv: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 2024arXiv:2306.01870
Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
Shokichi Takakura, Taiji Suzuki
ICML 2024arXiv:2403.14917
8
citations
On the Implicit Bias of Adam
Matias Cattaneo, Jason Klusowski, Boris Shigida
ICML 2024arXiv:2309.00079
24
citations
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 2024arXiv:2210.05021
43
citations
Towards Architecture-Agnostic Untrained Networks Priors for Image Reconstruction with Frequency Regularization
Yilin Liu, Yunkui Pang, Jiang Li et al.
ECCV 2024arXiv:2312.09988
2
citations