Skip to yearly menu bar Skip to main content


(11 events)   Time zone: Conference local time zone  
Show all
Toggle Poster Visibility
Oral
Tue Jul 19 01:30 PM -- 01:50 PM (EDT) @ Room 318 - 320
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Sixing Yu · Arya Mazaheri · Ali Jannesari
Spotlight
Tue Jul 19 01:50 PM -- 01:55 PM (EDT) @ Room 318 - 320
Stochastic Reweighted Gradient Descent
Ayoub El Hanchi · David Stephens · Chris Maddison
Spotlight
Tue Jul 19 01:55 PM -- 02:00 PM (EDT) @ Room 318 - 320
Sharpened Quasi-Newton Methods: Faster Superlinear Rate and Larger Local Convergence Neighborhood
Qiujiang Jin · Alec Koppel · Ketan Rajawat · Aryan Mokhtari
Spotlight
Tue Jul 19 02:00 PM -- 02:05 PM (EDT) @ Room 318 - 320
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
Anastasios Angelopoulos · Amit Pal Kohli · Stephen Bates · Michael Jordan · Jitendra Malik · Thayer Alshaabi · Srigokul Upadhyayula · Yaniv Romano
Spotlight
Tue Jul 19 02:05 PM -- 02:10 PM (EDT) @ Room 318 - 320
FedNL: Making Newton-Type Methods Applicable to Federated Learning
Mher Safaryan · Rustem Islamov · Xun Qian · Peter Richtarik
Oral
Tue Jul 19 02:10 PM -- 02:30 PM (EDT) @ Room 318 - 320 None
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation
Jiali Wang · Wen Huang · Rujun Jiang · Xudong Li · Alex Wang
Spotlight
Tue Jul 19 02:30 PM -- 02:35 PM (EDT) @ Room 318 - 320
Dimension-free Complexity Bounds for High-order Nonconvex Finite-sum Optimization
Dongruo Zhou · Quanquan Gu
Spotlight
Tue Jul 19 02:35 PM -- 02:40 PM (EDT) @ Room 318 - 320
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems
Lucy Gao · Jane J. Ye · Haian Yin · Shangzhi Zeng · Jin Zhang
Spotlight
Tue Jul 19 02:40 PM -- 02:45 PM (EDT) @ Room 318 - 320
Probabilistic Bilevel Coreset Selection
Xiao Zhou · Renjie Pi · Weizhong Zhang · Yong LIN · Zonghao Chen · Tong Zhang
Spotlight
Tue Jul 19 02:45 PM -- 02:50 PM (EDT) @ Room 318 - 320
Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs
Meyer Scetbon · Gabriel Peyré · Marco Cuturi
Spotlight
Tue Jul 19 02:50 PM -- 02:55 PM (EDT) @ Room 318 - 320
On Implicit Bias in Overparameterized Bilevel Optimization
Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse