2024 "neural tangent kernel" Papers

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An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network

Taeyoung Kim, Hongseok Yang

ICML 2024posterarXiv:2312.03386

Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures

Zenan Ling, Longbo Li, Zhanbo Feng et al.

ICML 2024posterarXiv:2402.02697

Emergent Equivariance in Deep Ensembles

Jan Gerken, Pan Kessel

ICML 2024posterarXiv:2403.03103

Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions

Jingtan Wang, Xiaoqiang Lin, Rui Qiao et al.

ICML 2024posterarXiv:2406.04606

How Spurious Features are Memorized: Precise Analysis for Random and NTK Features

Simone Bombari, Marco Mondelli

ICML 2024posterarXiv:2305.12100

LoRA Training in the NTK Regime has No Spurious Local Minima

Uijeong Jang, Jason Lee, Ernest Ryu

ICML 2024posterarXiv:2402.11867