2 code implementations • 10 Feb 2024 • Paul Garnier, Gauthier Guinet
It was recently shown that it is possible to infer such lexicon, without using any parallel data, by aligning word embeddings trained on monolingual data.
no code implementations • 18 Jan 2024 • Jingchao Ni, Gauthier Guinet, Peihong Jiang, Laurent Callot, Andrey Kan
We begin by identifying the challenges unique to this anomaly detection problem, which is at entity-level (e. g., deployments), relative to the more typical problem of anomaly detection in multivariate time series (MTS).
no code implementations • 14 Feb 2023 • Gauthier Guinet, Saurabh Amin, Patrick Jaillet
In this paper, we study both multi-armed and contextual bandit problems in censored environments.
no code implementations • 23 Nov 2020 • Gauthier Guinet, Valerio Perrone, Cédric Archambeau
Bayesian optimization (BO) is a popular method to optimize expensive black-box functions.