Léonard Torossian

2 papers · 2019–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏆 Keyword Champion

Conferences

ACML (1) UAI (1)

Top co-authors

Victor Picheny (2) Aurélien Garivier (1) Henry Moss (1) Nicolas Durrande (1)

Keywords

stochastic optimization (1) black-box optimization (1) gaussian process (1) quantile regression (1) quantile optimization (1) entropy search (1) heteroscedastic noise (1) expectile regression (1) conditional value at risk (1) bayesian optimisation (1) risk-averse optimization (1)

Papers

Bayesian quantile and expectile optimisation UAI 2022

$\mathcal{X}$-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019