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20202023
most citedImproved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization

3 citations · 4 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022★ 3 cited

Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization

Kayhan Behdin, Qingquan Song, Aman Gupta +4

Modern deep learning models are over-parameterized, where the optimization setup strongly affects the generalization performance. A key element of reliable optimization for these s…

stat.ML2022

Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization

David Durfee, Aman Gupta, Kinjal Basu

We introduce the notion of heterogeneous calibration that applies a post-hoc model-agnostic transformation to model outputs for improving AUC performance on binary classification t…