Julien Martinelli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Greedy Heuristics

Statistically Independent

Statistical Learning

Multiple Information Sources

Top Venues

Publications

Marshal Arijona Sinaga, Julien Martinelli, Vikas Garg, Samuel Kaski
Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions. CoRR (2024)
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. AISTATS (2023)
Julien Martinelli, Ayush Bharti, S. T. John, Armi Tiihonen, Sabina Sloman, Louis Filstroff, Samuel Kaski
Cost-aware learning of relevant contextual variables within Bayesian optimization. CoRR (2023)
Petrus Mikkola, Julien Martinelli, Louis Filstroff, Samuel Kaski
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources. CoRR (2022)
Julien Martinelli, Sandrine Dulong, Xiao-Mei Li, Michèle Teboul, Sylvain Soliman, Francis Lévi, François Fages, Annabelle Ballesta
Model learning to identify systemic regulators of the peripheral circadian clock. Bioinform. 37 (Supplement) (2021)
Julien Martinelli, Jeremy Grignard, Sylvain Soliman, François Fages
On Inferring Reactions from Data Time Series by a Statistical Learning Greedy Heuristics. CMSB (2019)