Workshop

Non-linear dynamics of collective learning in uncertain environments
Wolfram Barfuss · Richard Mann

Workshop

Fri 8:10

Non-linear dynamics of collective learning in uncertain environments
Wolfram Barfuss · Richard Mann

Poster

Wed 10:30

Distribution Compression in Near-Linear Time
Abhishek Shetty · Raaz Dwivedi · Lester Mackey

Poster

Tue 18:30

Bi-linear Value Networks for Multi-goal Reinforcement Learning
Ge Yang · Zhang-Wei Hong · Pulkit Agrawal

Poster

Thu 2:30

Constraining Linear-chain CRFs to Regular Languages
Sean Papay · Roman Klinger · Sebastian Pado

Poster

Thu 10:30

Non-Linear Operator Approximations for Initial Value Problems
Gaurav Gupta · Xiongye Xiao · Radu Balan · Paul Bogdan

Workshop

Compositional Multi-Object Reinforcement Learning with Linear Relation Networks
Davide Mambelli · Frederik Träuble · Stefan Bauer · Bernhard Schoelkopf · Francesco Locatello

Poster

Mon 10:30

Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism
Ming Yin · Yaqi Duan · Mengdi Wang · Yu-Xiang Wang

Poster

Thu 18:30

Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs
Naman Agarwal · Syomantak Chaudhuri · Prateek Jain · Dheeraj Nagaraj · Praneeth Netrapalli

Poster

Mon 2:30

The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks
Rahim Entezari · Hanie Sedghi · Olga Saukh · Behnam Neyshabur

Poster

Mon 10:30

Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models
Chaoyue Liu · Libin Zhu · Mikhail Belkin

Spotlight

Mon 18:30

Training invariances and the low-rank phenomenon: beyond linear networks
Thien Le · Stefanie Jegelka