2024 "strongly convex optimization" Papers

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Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient

Hao Di, Haishan Ye, Yueling Zhang et al.

ICML 2024spotlight

On the Generalization of Stochastic Gradient Descent with Momentum

Ali Ramezani-Kebrya, Kimon Antonakopoulos, Volkan Cevher et al.

ICML 2024poster

Shifted Interpolation for Differential Privacy

Jinho Bok, Weijie Su, Jason Altschuler

ICML 2024poster