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Spotlight
Wed Jul 20 01:30 PM -- 01:35 PM (PDT) @ Room 309
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization
In Deep Learning/Optimization
Mariia Seleznova · Gitta Kutyniok
Spotlight
Wed Jul 20 01:35 PM -- 01:40 PM (PDT) @ Room 309
Implicit Bias of Linear Equivariant Networks
In Deep Learning/Optimization
Hannah Lawrence · Bobak T Kiani · Kristian Georgiev · Andrew Dienes
Spotlight
Wed Jul 20 01:40 PM -- 01:45 PM (PDT) @ Room 309
The State of Sparse Training in Deep Reinforcement Learning
In Deep Learning/Optimization
Laura Graesser · Utku Evci · Erich Elsen · Pablo Samuel Castro
Spotlight
Wed Jul 20 01:45 PM -- 01:50 PM (PDT) @ Room 309
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets
In Deep Learning/Optimization
Lily Zhang · Veronica Tozzo · John Higgins · Rajesh Ranganath
Spotlight
Wed Jul 20 01:50 PM -- 01:55 PM (PDT) @ Room 309
Datamodels: Understanding Predictions with Data and Data with Predictions
In Deep Learning/Optimization
Andrew Ilyas · Sung Min (Sam) Park · Logan Engstrom · Guillaume Leclerc · Aleksander Madry
Spotlight
Wed Jul 20 01:55 PM -- 02:00 PM (PDT) @ Room 309
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization
In Deep Learning/Optimization
Yihua Zhang · Guanhua Zhang · Prashant Khanduri · Mingyi Hong · Shiyu Chang · Sijia Liu
Spotlight
Wed Jul 20 02:00 PM -- 02:05 PM (PDT) @ Room 309
Deep Causal Metric Learning
In Deep Learning/Optimization
Xiang Deng · Zhongfei Zhang
Oral
Wed Jul 20 02:05 PM -- 02:25 PM (PDT) @ Room 309
Not All Poisons are Created Equal: Robust Training against Data Poisoning
In Deep Learning/Optimization
Yu Yang · Tian Yu Liu · Baharan Mirzasoleiman
Spotlight
Wed Jul 20 02:25 PM -- 02:30 PM (PDT) @ Room 309
Learning Symmetric Embeddings for Equivariant World Models
In Deep Learning/Optimization
Jung Yeon Park · Ondrej Biza · Linfeng Zhao · Jan-Willem van de Meent · Robin Walters
Spotlight
Wed Jul 20 02:30 PM -- 02:35 PM (PDT) @ Room 309
Accelerated Federated Learning with Decoupled Adaptive Optimization
In Deep Learning/Optimization
Jiayin Jin · Jiaxiang Ren · Yang Zhou · Lingjuan Lyu · Ji Liu · Dejing Dou
Spotlight
Wed Jul 20 02:35 PM -- 02:40 PM (PDT) @ Room 309
Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums
In Deep Learning/Optimization
Sadegh Farhadkhani · Rachid Guerraoui · Nirupam Gupta · Rafael Pinot · John Stephan
Spotlight
Wed Jul 20 02:40 PM -- 02:45 PM (PDT) @ Room 309
TSPipe: Learn from Teacher Faster with Pipelines
In Deep Learning/Optimization
Hwijoon Lim · Yechan Kim · Sukmin Yun · Jinwoo Shin · Dongsu Han
Spotlight
Wed Jul 20 02:45 PM -- 02:50 PM (PDT) @ Room 309
Personalized Federated Learning through Local Memorization
In Deep Learning/Optimization
Othmane Marfoq · Giovanni Neglia · Richard Vidal · Laetitia Kameni
Spotlight
Wed Jul 20 02:50 PM -- 02:55 PM (PDT) @ Room 309
Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points
In Deep Learning/Optimization
Yi Wang · Zhiren Wang
Spotlight
Wed Jul 20 02:55 PM -- 03:00 PM (PDT) @ Room 309
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training
In Deep Learning/Optimization
Risheng Liu · Xuan Liu · Shangzhi Zeng · Jin Zhang · Yixuan ZHANG