Spotlight "non-convex optimization" Papers

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Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time

Sungyoon Kim, Mert Pilanci

ICML 2024spotlight

How Free is Parameter-Free Stochastic Optimization?

Amit Attia, Tomer Koren

ICML 2024spotlight

On a Neural Implementation of Brenier's Polar Factorization

Nina Vesseron, Marco Cuturi

ICML 2024spotlight