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mean-field dynamics

2 papers

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local hessian (1) polynomial-width neural network (1) self-concordance (1) improvement rates (1) nonlinear feature (1) wasserstein gradient flow (1) single-index model (1) projected gradient descent (1) transformer (1) in-context learning (1)

Papers

Mean-field analysis of polynomial-width two-layer neural network beyond finite time horizon COLT 2025 Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape ICML 2024