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global optima

4 papers

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discriminative (1) diverse (1) gram matrice (1) coding rate reduction (1) low-dimensional representation (1) critical point (1) local optima (1) partial differential equation (1) physics-informed neural network (1) optimization landscape (1)

Papers

A Global Geometric Analysis of Maximal Coding Rate Reduction ICML 2024 Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks ICML 2023 Porcupine Neural Networks: Approximating Neural Network Landscapes NeurIPS 2018 Bridging the Gap between Stochastic Gradient MCMC and Stochastic Optimization AISTATS 2016