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Poster
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Wed 14:00
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Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion
Ashok Cutkosky · Harsh Mehta · Francesco Orabona
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Poster
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Thu 13:30
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Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation
Xiaoyun Li · Ping Li
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Oral
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Wed 20:12
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Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation
Xiaoyun Li · Ping Li
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Poster
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Tue 14:00
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Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
Elissa Mhanna · Mohamad Assaad
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Workshop
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Learning to Optimize Non-Convex Sum-Rate Maximization Problems
Qingyu Song · Guochen Liu · Hong Xu
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Poster
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Tue 17:00
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User-level Private Stochastic Convex Optimization with Optimal Rates
Raef Bassily · Ziteng Sun
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Poster
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Tue 17:00
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Accelerated Stochastic Optimization Methods under Quasar-convexity
Qiang Fu · Dongchu Xu · Ashia Wilson
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Poster
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Thu 16:30
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Differentially Private Stochastic Convex Optimization under a Quantile Loss Function
Du Chen · Geoffrey Chua
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Poster
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Thu 16:30
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Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster L-/L♮-Convex Function Minimization
Shinsaku Sakaue · Taihei Oki
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Poster
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Wed 14:00
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Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization
SIJIA CHEN · Wei-Wei Tu · Peng Zhao · Lijun Zhang
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Poster
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Thu 13:30
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Federated Online and Bandit Convex Optimization
Kumar Kshitij Patel · Lingxiao Wang · Aadirupa Saha · Nati Srebro
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Poster
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Tue 14:00
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Global optimality for Euclidean CCCP under Riemannian convexity
Melanie Weber · Suvrit Sra
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