Poster "optimization theory" Papers

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Decomposition Polyhedra of Piecewise Linear Functions

Marie-Charlotte Brandenburg, Moritz Grillo, Christoph Hertrich

ICLR 2025arXiv:2410.04907
9
citations

A New Theoretical Perspective on Data Heterogeneity in Federated Optimization

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

ICML 2024arXiv:2407.15567
3
citations

Demystifying SGD with Doubly Stochastic Gradients

Kyurae Kim, Joohwan Ko, Yian Ma et al.

ICML 2024arXiv:2406.00920
2
citations

On Convergence of Incremental Gradient for Non-convex Smooth Functions

Anastasiia Koloskova, Nikita Doikov, Sebastian Stich et al.

ICML 2024arXiv:2305.19259
6
citations

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

Qinzi Zhang, Ashok Cutkosky

ICML 2024arXiv:2405.09742
8
citations