2024 Poster "optimization theory" Papers

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A New Theoretical Perspective on Data Heterogeneity in Federated Optimization

Jiayi Wang, Shiqiang Wang, Rong-Rong Chen et al.

ICML 2024posterarXiv:2407.15567

Demystifying SGD with Doubly Stochastic Gradients

Kyurae Kim, Joohwan Ko, Yian Ma et al.

ICML 2024posterarXiv:2406.00920

On Convergence of Incremental Gradient for Non-convex Smooth Functions

Anastasiia Koloskova, Nikita Doikov, Sebastian Stich et al.

ICML 2024posterarXiv:2305.19259

Random Scaling and Momentum for Non-smooth Non-convex Optimization

Qinzi Zhang, Ashok Cutkosky

ICML 2024posterarXiv:2405.09742