Romain Tavenard

Tslearn, A Machine Learning Toolkit for Time Series Data

Romain Tavenard, Johann Faouzi, Gilles Vandewiele et al. · Socio-Environmental Systems Modeling · 2020 · 421 citations · Full text

Data Augmentation for Time Series Classification using Convolutional Neural Networks

Arthur Le Guennec, Simon Malinowski, Romain Tavenard · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 344 citations · Full text

Searching in one billion vectors: Re-rank with source coding

Hervé Jeǵou, Romain Tavenard, Matthijs Douze et al. · 2011 · 278 citations · Full text

Ranking Algorithm, Engineering, Machine Learning +16

Optimal Transport for structured data with application on graphs

Titouan Vayer, Laëtitia Chapel, Rémi Flamary et al. · arXiv (Cornell University) · 2018 · 141 citations · Full text

Mathematical Programming, Structured Objects, Geometric Learning +24

Dynamic Time Warping under limited warping path length

Zheng Zhang, Romain Tavenard, Adeline Bailly et al. · Information Sciences · 2017 · 105 citations

Geometric Modeling, Machine Vision, Engineering +8