most citedRobust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks

2 citations · 2 across the 1 of their papers we have counts for

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2 papers

cs.LG2023★ 2 cited

Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks

Louis Bethune, Paul Novello, Thibaut Boissin +4

We propose a new method, dubbed One Class Signed Distance Function (OCSDF), to perform One Class Classification (OCC) by provably learning the Signed Distance Function (SDF) to the…

stat.ML2019

Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization

Laurent Risser, Alberto Gonzalez Sanz, Quentin Vincenot +1

The increasingly common use of neural network classifiers in industrial and social applications of image analysis has allowed impressive progress these last years. Such methods are…