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Oral
Tue Jul 19 11:30 PM -- 11:50 PM (KST) @ Room 307
Exact Optimal Accelerated Complexity for Fixed-Point Iterations
In Optimization: Convex
Jisun Park · Ernest Ryu
Spotlight
Tue Jul 19 11:50 PM -- 11:55 PM (KST) @ Room 307
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions
In Optimization: Convex
Aaron Mishkin · Arda Sahiner · Mert Pilanci
Spotlight
Tue Jul 19 11:55 PM -- 12:00 AM (KST) @ Room 307
NysADMM: faster composite convex optimization via low-rank approximation
In Optimization: Convex
Shipu Zhao · Zachary Frangella · Madeleine Udell
Spotlight
Wed Jul 20 12:00 AM -- 12:05 AM (KST) @ Room 307
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning
In Optimization: Convex
Anis Elgabli · Chaouki Ben Issaid · Amrit Singh Bedi · Ketan Rajawat · Mehdi Bennis · Vaneet Aggarwal
Spotlight
Wed Jul 20 12:05 AM -- 12:10 AM (KST) @ Room 307
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers
In Optimization: Convex
Arda Sahiner · Tolga Ergen · Batu M Ozturkler · John Pauly · Morteza Mardani · Mert Pilanci
Spotlight
Wed Jul 20 12:10 AM -- 12:15 AM (KST) @ Room 307
Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding
In Optimization: Convex
Kazuma Tsuji · Ken'ichiro Tanaka · Sebastian Pokutta
Oral
Wed Jul 20 12:15 AM -- 12:35 AM (KST) @ Room 307
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems
In Optimization: Convex
Jaewook Suh · Gyumin Roh · Ernest Ryu
Spotlight
Wed Jul 20 12:35 AM -- 12:40 AM (KST) @ Room 307
Only tails matter: Average-Case Universality and Robustness in the Convex Regime
In Optimization: Convex
LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette
Spotlight
Wed Jul 20 12:40 AM -- 12:45 AM (KST) @ Room 307
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity
In Optimization: Convex
Vladimir Kostic · Saverio Salzo · Massimiliano Pontil
Spotlight
Wed Jul 20 12:45 AM -- 12:50 AM (KST) @ Room 307
Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets
In Optimization: Convex
Baojian Zhou · Yifan Sun
Spotlight
Wed Jul 20 12:50 AM -- 12:55 AM (KST) @ Room 307
Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time
In Optimization: Convex
Burak Bartan · Mert Pilanci
Spotlight
Wed Jul 20 12:55 AM -- 01:00 AM (KST) @ Room 307
Active Sampling for Min-Max Fairness
In Optimization: Convex
Jacob Abernethy · Pranjal Awasthi · Matthäus Kleindessner · Jamie Morgenstern · Chris Russell · Jie Zhang