flat-minima

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Impression2805 / FMFP

PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

uncertainty-quantification failure-prediction confidence-estimation selective-classification confidence-calibration flat-minima misclassification-detection

Updated Jun 10, 2023
Python

sanketvmehta / lifelong-learning-pretraining-and-sam

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Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training in Lifelong Learning. The Journal of Machine Learning Research 24 (2023)"

lifelong-learning continual-learning pre-training sharpness-aware-minimization flat-minima

Updated Mar 18, 2024
Python

JenniferNguyen24 / MIA-and-Convergence-Landscape

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Quantifying model's privacy leak in relation with to the geometry of its loss landscape optima.

membership-inference-attack loss-landscape flat-minima

Updated Jul 14, 2026
Python

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