2024 "spectral analysis" Papers

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A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks

Behrad Moniri, Donghwan Lee, Hamed Hassani et al.

ICML 2024posterarXiv:2310.07891

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

Recovering the Pre-Fine-Tuning Weights of Generative Models

Eliahu Horwitz, Jonathan Kahana, Yedid Hoshen

ICML 2024posterarXiv:2402.10208

Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency

Vithursan Thangarasa, Shreyas Saxena, Abhay Gupta et al.

ICML 2024posterarXiv:2303.11525