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Search All 2022 Events
Results
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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
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