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97 Results
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Poster
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Tue 9:00 |
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions Rayan Mazouz · Karan Muvvala · Akash Ratheesh Babu · Luca Laurenti · Morteza Lahijanian |
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Poster
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Tue 9:00 |
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees Aleksandr Beznosikov · Peter Richtarik · Michael Diskin · Max Ryabinin · Alexander Gasnikov |
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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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Tue 9:00 |
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss Jason Altschuler · Kunal Talwar |
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Poster
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Tue 14:00 |
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization Benjamin Dubois-Taine · Francis Bach · Quentin Berthet · Adrien Taylor |
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Poster
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Wed 9:00 |
Reproducibility in Optimization: Theoretical Framework and Limits Kwangjun Ahn · Prateek Jain · Ziwei Ji · Satyen Kale · Praneeth Netrapalli · Gil I Shamir |
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Poster
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Tue 9:00 |
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution Antonio Orvieto · Simon Lacoste-Julien · Nicolas Loizou |
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Poster
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Tue 14:00 |
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor Lijun Zhang · Wei Jiang · Jinfeng Yi · Tianbao Yang |
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Poster
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Wed 14:00 |
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity Ron Fisher · Dan Garber |
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Poster
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Thu 9:00 |
When Does Differentially Private Learning Not Suffer in High Dimensions? Xuechen Li · Daogao Liu · Tatsunori Hashimoto · Huseyin A. Inan · Janardhan Kulkarni · Yin-Tat Lee · Abhradeep Guha Thakurta |
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Poster
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Tue 9:00 |
Near-Optimal No-Regret Learning Dynamics for General Convex Games Gabriele Farina · Ioannis Anagnostides · Haipeng Luo · Chung-Wei Lee · Christian Kroer · Tuomas Sandholm |
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Poster
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Tue 14:00 |
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator Lior Danon · Dan Garber |