"stationary points" Papers

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Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escape, and Network Embedding

Frank Zhengqing Wu, Berfin Simsek, François Ged

ICLR 2025arXiv:2402.05626
2
citations

The Adaptive Complexity of Minimizing Relative Fisher Information

Huanjian Zhou, Masashi Sugiyama

NEURIPS 2025

An Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization

Emre Sahinoglu, Shahin Shahrampour

ICML 2024arXiv:2406.01484
9
citations

How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization

Andrew Lowy, Jonathan Ullman, Stephen Wright

ICML 2024arXiv:2402.11173
11
citations

On The Complexity of First-Order Methods in Stochastic Bilevel Optimization

Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu

ICML 2024arXiv:2402.07101
14
citations