Workshop

Improving performance on the ManiSkill Challenge via Super-convergence and Multi-Task Learning
Fabian Dubois · Eric Platon · Tom Sonoda

Poster

Mon 10:30

Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
Thomas Pethick · Puya Latafat · Panos Patrinos · Olivier Fercoq · Volkan Cevher

Poster

Tue 18:30

On feature learning in neural networks with global convergence guarantees
Zhengdao Chen · Eric Vanden-Eijnden · Joan Bruna

Spotlight

Mon 10:30

Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
Thomas Pethick · Puya Latafat · Panos Patrinos · Olivier Fercoq · Volkan Cevher

Poster

Wed 2:30

Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond
Chulhee Yun · Shashank Rajput · Suvrit Sra

Poster

Wed 18:30

Particle Stochastic Dual Coordinate Ascent: Exponential convergent algorithm for mean field neural network optimization
Kazusato Oko · Taiji Suzuki · Atsushi Nitanda · Denny Wu

Poster

Tue 2:30

Gradient Step Denoiser for convergent Plug-and-Play
Samuel Hurault · Arthur Leclaire · Nicolas Papadakis

Poster

Wed 18:30

Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization
SunWoo Lee · Jeongwoo Park · Dongsuk Jeon

Poster

Wed 18:30

On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning
Che Wang · Shuhan Yuan · Kai Shao · Keith Ross

Poster

Tue 10:30

Poster

Tue 18:30

Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features
Jiuhai Chen · Jonas Mueller · Vassilis N. Ioannidis · Soji Adeshina · Yangkun Wang · Tom Goldstein · David Wipf

Poster

Wed 10:30