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Poster · Paris

What’s in a Smoothness Constant? Tight Rates for Local SGD with Bounded Second-order Heterogeneity

When
Thu 10 Dec 2026, 12:30–14:30 CET
Where
Paris Poster Hall
Session
Paris Poster Session 3
Authors
Kumar Kshitij Patel, Rustem Islamov, Sebastian Stich, Aurelien Lucchi, Eduard Gorbunov, Lingxiao Wang
Organisations
Yale University, University of Basel, CISPA Helmholtz Center, Mohamed bin Zayed University of Artificial Intelligence, New Jersey Institute of Technology
QRS classification
Optimization, Efficient and distributed ML systems

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