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30 Results
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Poster
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Tue 9:00 |
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging Edwige Cyffers · Mathieu Even · Aurélien Bellet · Laurent Massoulié |
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Workshop
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A Unified Framework to Understand Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective xinwei zhang · Nicola Elia · Mingyi Hong |
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Poster
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Tue 14:00 |
Optimal Algorithms for Decentralized Stochastic Variational Inequalities Dmitry Kovalev · Aleksandr Beznosikov · Abdurakhmon Sadiev · Michael Persiianov · Peter Richtarik · Alexander Gasnikov |
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Workshop
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BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Mao Ye · Bo Liu · Stephen Wright · Peter Stone · Qiang Liu |
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Poster
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Wed 14:00 |
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach Bo Liu · Mao Ye · Stephen Wright · Peter Stone · Qiang Liu |
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Poster
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Thu 14:00 |
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms Mathieu Dagréou · Pierre Ablin · Samuel Vaiter · Thomas Moreau |
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Workshop
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Refined Convergence and Topology Learning for Decentralized Optimization with Heterogeneous Data Batiste Le bars · Aurélien Bellet · Marc Tommasi · Erick Lavoie · Anne-marie Kermarrec |
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Poster
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Wed 9:00 |
Blackbox Attacks via Surrogate Ensemble Search Zikui Cai · Chengyu Song · Srikanth Krishnamurthy · Amit Roy-Chowdhury · Salman Asif |
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Workshop
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Conditional gradient-based method for bilevel optimization with convex lower-level problem Ruichen Jiang · Nazanin Abolfazli · Aryan Mokhtari · Erfan Yazdandoost Hamedani |
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Poster
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Tue 9:00 |
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities Aleksandr Beznosikov · Pavel Dvurechenskii · Anastasiia Koloskova · Valentin Samokhin · Sebastian Stich · Alexander Gasnikov |
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Poster
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Wed 9:00 |
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks Hongjoon Ahn · Yongyi Yang · Quan Gan · Taesup Moon · David P Wipf |
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Poster
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Wed 14:00 |
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization Quanqi Hu · YONGJIAN ZHONG · Tianbao Yang |