"stochastic convex optimization" Papers

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Gradient-Variation Online Adaptivity for Accelerated Optimization with Hölder Smoothness

Yuheng Zhao, Yu-Hu Yan, Kfir Y. Levy et al.

NEURIPS 2025spotlightarXiv:2511.02276
4
citations

Efficient Stochastic Approximation of Minimax Excess Risk Optimization

Lijun Zhang, Haomin Bai, Wei-Wei Tu et al.

ICML 2024arXiv:2306.00026
4
citations

Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training

Tehila Dahan, Kfir Levy

ICML 2024arXiv:2405.14759
3
citations

Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing

Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam et al.

ICML 2024

Optimal Differentially Private Model Training with Public Data

Andrew Lowy, Zeman Li, Tianjian Huang et al.

ICML 2024arXiv:2306.15056
7
citations

Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems

Roie Reshef, Kfir Levy

ICML 2024arXiv:2407.12396
1
citations

Universal Gradient Methods for Stochastic Convex Optimization

Anton Rodomanov, Ali Kavis, Yongtao Wu et al.

ICML 2024arXiv:2402.03210
7
citations