A Swiss Army Knife for Minimax Optimal Transport

1 code implementation • ICML 2020 • Sofien Dhouib, Ievgen Redko, Tanguy Kerdoncuff, Rémi Emonet, Marc Sebban

The Optimal transport (OT) problem and its associated Wasserstein distance have recently become a topic of great interest in the machine learning community.

Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark

1 code implementation • 15 Dec 2023 • Hassan Ismail Fawaz, Ganesh Del Grosso, Tanguy Kerdoncuff, Aurelie Boisbunon, Illyyne Saffar

Unsupervised Domain Adaptation (UDA) aims to harness labeled source data to train models for unlabeled target data.

Earth Observation Human Activity Recognition +3

IoU is not submodular

no code implementations • 3 Sep 2018 • Tanguy Kerdoncuff, Rémi Emonet

This short article aims at demonstrate that the Intersection over Union (or Jaccard index) is not a submodular function.

BIG-bench Machine Learning Segmentation +1