Publications
Conferences
Powered Dirichlet Process - Controlling the ``Rich-Get-Richer'' Assumption in Bayesian Clustering
G. Poux-Médard, J. Velcin, S. Loudcher, ECML-PKDD, 2023
DOI: 10.1007/978-3-031-43412-9_36
Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks
G. Poux-Médard, J. Velcin, S. Loudcher, SIGIR, 2023
DOI: 10.1145/3539618.3591675
Multivariate Powered Dirichlet-Hawkes Process
G. Poux-Médard, J. Velcin, S. Loudcher, ECIR, 2023
DOI: 10.1007/978-3-031-28238-6_4
Dirichlet-Survival Process - Scalable Inference of Topic-Dependent Diffusion Networks
G. Poux-Médard, J. Velcin, S. Loudcher, ECIR, 2023
DOI: 10.1007/978-3-031-28238-6_47
Properties of Reddit News Topical Interactions
G. Poux-Médard, J. Velcin, S. Loudcher, Complex Networks and their Applications, 2022
DOI: 10.1007/978-3-031-21127-0_2
Serialized Interacting Mixed Membership Stochastic Block Model
G. Poux-Médard, J. Velcin, S. Loudcher, ICDM, 2022
DOI: 10.1109/ICDM54844.2022.00145
Interactions in Information Spread
G. Poux-Médard, TheWebConf - Companion proceedings (PhD symposium), 2022
DOI: 10.1145/3487553.3524190
Powered Dirichlet-Hawkes Process - Challenging Textual Clustering using a Flexible Temporal Prior
G. Poux-Médard, J. Velcin, S. Loudcher, ICDM, 2021
DOI: 10.1109/ICDM51629.2021.00062
Information Interactions in Outcome Prediction, Quantification and Interpretation using Stochastic Block Models
G. Poux-Médard, J. Velcin, S. Loudcher, RecSys, 2021
DOI: 10.1145/3460231.3474254
Information Interaction Profile of Choice Adoption
G. Poux-Médard, J. Velcin, S. Loudcher, ECML-PKDD, 2021
DOI: 10.1007/978-3-030-86523-8_7
Journals
Powered Dirichlet-Hawkes Process - Challenging Textual Clustering using a Flexible Temporal Prior
G. Poux-Médard, J. Velcin, S. Loudcher, Knowledge and Information Systems (KAIS), 2022
DOI: 10.1007/s10115-022-01731-3
Le Processus Powered Dirichlet-Hawkes comme A Priori Flexible pour Clustering Temporel de Textes
G. Poux-Médard, J. Velcin, S. Loudcher, Revue des Nouvelles Technologies de l'Information - p.323-330, 2022
DOI: 10.48550/arXiv.2201.12568
Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies
G. Poux-Médard, Sergio Cobo-Lopez, Jordi Duch, Roger Guimerà, Marta Sales-Pardo, EPJ Data Science (10), 2021
DOI: 10.1140/epjds/s13688-021-00280-z
Influential spreaders for recurrent epidemics on networks
G. Poux-Médard, Romualdo Pastor-Satorras, Claudio Castellano, Physical review Research 2, 023332, 2020
DOI: 10.1103/PhysRevResearch.2.023332