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Poster
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Wed 15:30
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Communication-Efficient Adaptive Federated Learning
Yujia Wang · Lu Lin · Jinghui Chen
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Spotlight
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Tue 8:35
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Only tails matter: Average-Case Universality and Robustness in the Convex Regime
LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette
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Spotlight
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Wed 8:45
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Communication-Efficient Adaptive Federated Learning
Yujia Wang · Lu Lin · Jinghui Chen
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Spotlight
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Thu 11:40
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Accelerated Gradient Methods for Geodesically Convex Optimization: Tractable Algorithms and Convergence Analysis
Jungbin Kim · Insoon Yang
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Poster
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Tue 15:30
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Only tails matter: Average-Case Universality and Robustness in the Convex Regime
LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette
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Poster
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Tue 15:30
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NysADMM: faster composite convex optimization via low-rank approximation
Shipu Zhao · Zachary Frangella · Madeleine Udell
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Spotlight
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Tue 7:55
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NysADMM: faster composite convex optimization via low-rank approximation
Shipu Zhao · Zachary Frangella · Madeleine Udell
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Spotlight
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Tue 11:40
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Gradient Based Clustering
Aleksandar Armacki · Dragana Bajovic · Dusan Jakovetic · Soummya Kar
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Spotlight
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Tue 8:10
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Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding
Kazuma Tsuji · Ken'ichiro Tanaka · Sebastian Pokutta
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Oral
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Tue 8:15
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Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems
Jaewook Suh · Gyumin Roh · Ernest Ryu
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Poster
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Thu 15:00
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Accelerated Gradient Methods for Geodesically Convex Optimization: Tractable Algorithms and Convergence Analysis
Jungbin Kim · Insoon Yang
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Spotlight
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Thu 11:50
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Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime
Kyriakos Axiotis ·
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