Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits. - Nicolas Galichet; Michèle Sebag; Olivier Teytaud (ACML, 2013)

Exploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits. - Nicolas Galichet; Michèle Sebag; Olivier Teytaud (CoRR, 2014)

Strategic Choices in Optimization. - Cheng-Wei Chou; Ping-Chiang Chou; Jean-Joseph Christophe; Adrien Couëtoux; Pierre de Freminville; Nicolas Galichet; Chang-Shing Lee; Jialin Liu 001; David Lupien Saint-Pierre; Michèle Sebag; Olivier Teytaud; Mei-Hui Wang; et al. (J. Inf. Sci. Eng., 2014)

Contributions to Multi-Armed Bandits: Risk-Awareness and Sub-Sampling for Linear Contextual Bandits. (Contributions aux bandits manchots : gestion du risque et sous-échantillonnage pour les bandits contextuels linéaires). - Nicolas Galichet (2015)

Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network. - Smit Marvaniya; Jitendra Singh; Nicolas Galichet; Fred Ochieng Otieno; Geeth De Mel; Kommy Weldemariam (CoRR, 2023)

Encoding Seasonal Climate Predictions with Modular Neural Network. - Smit Marvaniya; Jitendra Singh; Nicolas Galichet; Fred Ochieng Otieno; Geeth de Mel; Kommy Weldemariam (ICASSP, 2024)

Refining embeddings with fill-tuning: data-efficient generalised performance improvements for materials foundation models. - Matthew P. Wilson; Edward O. Pyzer-Knapp; Nicolas Galichet; Luke Dicks (CoRR, 2025)