2025 "implicit regularization" Papers

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Paper Type

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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