Clustering Random Walk Time Series. - Gautier Marti; Frank Nielsen; Philippe Very; Philippe Donnat (GSI, 2015)

A Proposal of a Methodological Framework with Experimental Guidelines to Investigate Clustering Stability on Financial Time Series. - Gautier Marti; Philippe Very; Philippe Donnat; Frank Nielsen (ICMLA, 2015)

HCMapper: An interactive visualization tool to compare partition-based flat clustering extracted from pairs of dendrograms. - Gautier Marti; Philippe Donnat; Frank Nielsen; Philippe Very (CoRR, 2015)

Comment partitionner automatiquement des marches aléatoires ? Avec application à la finance quantitative. - Gautier Marti; Frank Nielsen; Philippe Very; Philippe Donnat (CoRR, 2015)

Toward a generic representation of random variables for machine learning. - Philippe Donnat; Gautier Marti; Philippe Very (Pattern Recognit. Lett., 2016)

Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation. - Victor Bouvier; Philippe Very; Céline Hudelot; Clément Chastagnol (CoRR, 2019)

Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets. - Victor Bouvier; Philippe Very; Céline Hudelot; Clément Chastagnol (CoRR, 2019)

Robust Domain Adaptation: Representations, Weights and Inductive Bias. - Victor Bouvier; Philippe Very; Clément Chastagnol; Myriam Tami; Céline Hudelot (ECML/PKDD (1), 2020)

Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract). - Victor Bouvier; Philippe Very; Clément Chastagnol; Myriam Tami; Céline Hudelot (IJCAI, 2021)

Stochastic Adversarial Gradient Embedding for Active Domain Adaptation. - Victor Bouvier; Philippe Very; Clément Chastagnol; Myriam Tami; Céline Hudelot (IAL@PKDD/ECML, 2021)

On the Generalization Properties of Deep Learning for Aircraft Fuel Flow Estimation Models. - Gabriel Jarry; Ramon Dalmau; Philippe Very; Junzi Sun (CoRR, 2024)

On the Detection of Aircraft Single Engine Taxi using Deep Learning Models. - Gabriel Jarry; Philippe Very; Ramon Dalmau; Daniel Delahaye; Arthur Houdant (CoRR, 2024)

GVCCS: A Dataset for Contrail Identification and Tracking on Visible Whole Sky Camera Sequences. - Gabriel Jarry; Ramon Dalmau; Philippe Very; Franck Ballerini; Stefania-Denisa Bocu (CoRR, 2025)