Poster "implicit regularization" Papers
9 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
Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks
Zach Robertson, Sanmi Koyejo
ICML 2024posterarXiv:2306.01870
Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
Shokichi Takakura, Taiji Suzuki
ICML 2024posterarXiv:2403.14917
On the Implicit Bias of Adam
Matias Cattaneo, Jason Klusowski, Boris Shigida
ICML 2024posterarXiv:2309.00079
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