Poster

Wed 9:00

Random Sharpness-Aware Minimization
Yong Liu · Siqi Mai · Minhao Cheng · Xiangning Chen · Cho-Jui Hsieh · Yang You

Workshop

Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization
Kayhan Behdin · Qingquan Song · Aman Gupta · Sathiya Selvaraj · David Durfee · Ayan Acharya · Rahul Mazumder

Workshop

How Sharpness-Aware Minimization Minimizes Sharpness?
Kaiyue Wen · Tengyu Ma · Zhiyuan Li

Workshop

How Sharpness-Aware Minimization Minimizes Sharpness?
Kaiyue Wen · Tengyu Ma · Zhiyuan Li

Workshop

Rethinking Sharpness-Aware Minimization as Variational Inference
Szilvia Ujváry · Zsigmond Telek · Anna Kerekes · Anna Mészáros · Ferenc Huszar

Poster

Tue 9:00

Sharpness-Aware Training for Free
JIAWEI DU · Daquan Zhou · Jiashi Feng · Vincent Tan · Joey Tianyi Zhou

Workshop

SADT: Combining Sharpness-Aware Minimization with Self-Distillation for Improved Model Generalization
MASUD AN NUR ISLAM FAHIM · Jani Boutellier

Workshop

Perturbing BatchNorm and Only BatchNorm Benefits Sharpness-Aware Minimization
Maximilian Mueller · Matthias Hein

Poster

Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach
Peng Mi · Li Shen · Tianhe Ren · Yiyi Zhou · Xiaoshuai Sun · Rongrong Ji · Dacheng Tao

Workshop

Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization
MENGQI LOU · Kabir Chandrasekher · Ashwin Pananjady

Poster

Wed 14:00

Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality
Ilyas Fatkhullin · Jalal Etesami · Niao He · Negar Kiyavash

Poster

Tue 14:00

What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
Nathan Kallus