From eff976819b56603b17db069b3de560e6c75d7761 Mon Sep 17 00:00:00 2001 From: Fredrik Lindsten <fredrik.lindsten@liu.se> Date: Mon, 6 Mar 2023 08:09:23 +0000 Subject: [PATCH] Update README.md --- README.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/README.md b/README.md index 2c4249b..a432a08 100644 --- a/README.md +++ b/README.md @@ -92,6 +92,22 @@ https://proceedings.neurips.cc/paper/2021/hash/f197002b9a0853eca5e046d9ca4663d5- https://arxiv.org/abs/2302.01629 +### Additional papers for the interested reader (not covered in course) + +- High-dimensional analysis of double descent for linear regression with random projections + https://arxiv.org/abs/2303.01372 +- Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets +https://arxiv.org/abs/2302.00257 +- Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression +https://arxiv.org/abs/2302.00257 +- Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization +https://arxiv.org/abs/2303.01462 +- Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent +https://arxiv.org/abs/1902.06720 +- Width and Depth Limits Commute in Residual Networks +https://arxiv.org/abs/2302.00453 + + ## Credits -- GitLab