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Oral
Wed Jul 20 02:30 AM -- 02:50 AM (KST) @ Room 318 - 320
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
In Optimization
Sixing Yu · Arya Mazaheri · Ali Jannesari
Spotlight
Wed Jul 20 02:50 AM -- 02:55 AM (KST) @ Room 318 - 320
Stochastic Reweighted Gradient Descent
In Optimization
Ayoub El Hanchi · David Stephens · Chris Maddison
Spotlight
Wed Jul 20 02:55 AM -- 03:00 AM (KST) @ Room 318 - 320
Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood
In Optimization
Qiujiang Jin · Alec Koppel · Ketan Rajawat · Aryan Mokhtari
Spotlight
Wed Jul 20 03:00 AM -- 03:05 AM (KST) @ Room 318 - 320
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
In Optimization
Anastasios Angelopoulos · Amit Pal Kohli · Stephen Bates · Michael Jordan · Jitendra Malik · Thayer Alshaabi · Srigokul Upadhyayula · Yaniv Romano
Spotlight
Wed Jul 20 03:05 AM -- 03:10 AM (KST) @ Room 318 - 320
FedNL: Making Newton-Type Methods Applicable to Federated Learning
In Optimization
Mher Safaryan · Rustem Islamov · Xun Qian · Peter Richtarik
Oral
Wed Jul 20 03:10 AM -- 03:30 AM (KST) @ Room 318 - 320 None
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation
In Optimization
Jiali Wang · Wen Huang · Rujun Jiang · Xudong Li · Alex Wang
Spotlight
Wed Jul 20 03:30 AM -- 03:35 AM (KST) @ Room 318 - 320
Dimension-free Complexity Bounds for High-order Nonconvex Finite-sum Optimization
In Optimization
Dongruo Zhou · Quanquan Gu
Spotlight
Wed Jul 20 03:35 AM -- 03:40 AM (KST) @ Room 318 - 320
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems
In Optimization
Lucy Gao · Jane J. Ye · Haian Yin · Shangzhi Zeng · Jin Zhang
Spotlight
Wed Jul 20 03:40 AM -- 03:45 AM (KST) @ Room 318 - 320
Probabilistic Bilevel Coreset Selection
In Optimization
Xiao Zhou · Renjie Pi · Weizhong Zhang · Yong LIN · Zonghao Chen · Tong Zhang
Spotlight
Wed Jul 20 03:45 AM -- 03:50 AM (KST) @ Room 318 - 320
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs
In Optimization
Meyer Scetbon · Gabriel Peyré · Marco Cuturi
Spotlight
Wed Jul 20 03:50 AM -- 03:55 AM (KST) @ Room 318 - 320
On Implicit Bias in Overparameterized Bilevel Optimization
In Optimization
Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse