Search Results for author: Gauthier Guinet

Found 4 papers, 1 papers with code

Semi-Supervised Learning for Bilingual Lexicon Induction

2 code implementations10 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.

Bilingual Lexicon Induction Word Embeddings

MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series

no code implementations18 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).

Anomaly Detection Time Series

Effective Dimension in Bandit Problems under Censorship

no code implementations14 Feb 2023 Gauthier Guinet, Saurabh Amin, Patrick Jaillet

In this paper, we study both multi-armed and contextual bandit problems in censored environments.

Decision Making

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