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Poster
Wed 4:30 Algorithmic Stability Unleashed: Generalization Bounds with Unbounded Losses
Shaojie Li · Bowei Zhu · Yong Liu
Poster
Tue 2:30 Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
Batiste Le Bars · Aurélien Bellet · Marc Tommasi · Kevin Scaman · Giovanni Neglia
Workshop
Incorporating Stability Into Flow Matching
Christopher Iliffe Sprague · Arne Elofsson · Hossein Azizpour
Poster
Wed 4:30 Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations
Xiaokang Pan · Xingyu Li · Jin Liu · Tao Sun · Kai Sun · Lixing Chen · Zhe Qu
Poster
Wed 2:30 Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
Ming Yang · Xiyuan Wei · Tianbao Yang · Yiming Ying