conftrace_

sharpness aware minimization

8 papers

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Also known as

SAM

Co-occurring keywords

federated learning (1333) gradient perturbation (22) model generalization (190) generalization bound (652) neural network optimization (1293) layerwise perturbation (1) non-iid datum (109) flat minima (50) decentralized learning (103) client drift (27)

Papers

$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling NIPS 2024
SAM operates far from home: eigenvalue regularization as a dynamical phenomenon ICML 2023
Improving the Model Consistency of Decentralized Federated Learning ICML 2023
Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape ICML 2023
How To Prevent the Poor Performance Clients for Personalized Federated Learning? CVPR 2023
Make Landscape Flatter in Differentially Private Federated Learning CVPR 2023
Generalized Federated Learning via Sharpness Aware Minimization ICML 2022
Fisher SAM: Information Geometry and Sharpness Aware Minimisation ICML 2022