Poster

Thu 9:00

The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
Conglong Li · Minjia Zhang · Yuxiong He

Workshop

Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability
Alex Damian · Eshaan Nichani · Jason Lee

Workshop

Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning
Sanghwan Kim · Lorenzo Noci · Antonio Orvieto · Thomas Hofmann

Workshop

Smoothed-SGDmax: A Stability-Inspired Algorithm to Improve Adversarial Generalization
Jiancong Xiao · Jiawei Zhang · Zhiquan Luo · Asuman Ozdaglar

Workshop

Lorentz Direct Concatenation for Stable Training in Hyperbolic Neural Networks
Eric Qu · Dongmian Zou

Workshop

Fri 6:57

Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity
Konstantin Mishchenko

Workshop

Probabilistic thermal stability prediction through sparsity promoting transformer representation
Yevgen Zainchkovskyy · Jesper Ferkinghoff-Borg · Anja Bennett · Thomas Egebjerg · Nikolai Lorenzen · Per Greisen · Søren Hauberg · Carsten Stahlhut

Workshop

Stabilization and Acceleration of CFD Simulation by Controlling Relaxation Factor Based on Residues: An SNN Based Approach
Sounak Dey · Dighanchal Banerjee · Mithilesh Maurya · Dilshad Ahmad

Poster

Thu 9:00

Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher

Poster

Wed 9:00

Graph Scattering beyond Wavelet Shackles
Christian Koke · Gitta Kutyniok

Poster

Wed 9:00

coVariance Neural Networks
Saurabh Sihag · Gonzalo Mateos · Corey McMillan · Alejandro Ribeiro

Poster

Wed 14:00

On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
Yang Hu · Adam Wierman · Guannan Qu