"phase transition phenomenon" Papers

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Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth

Kevin Kögler, Aleksandr Shevchenko, Hamed Hassani et al.

ICML 2024poster

Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation

Benjamin Dupuis, Umut Simsekli

ICML 2024poster

Selecting Large Language Model to Fine-tune via Rectified Scaling Law

Haowei Lin, Baizhou Huang, Haotian Ye et al.

ICML 2024poster