Marc Jourdan

10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 💎 Century Club (10)

Conferences

NIPS (4) AISTATS (2) ALT (2) ICML (2)

Top co-authors

Rémy Degenne (5) Emilie Kaufmann (4) Aymen Al Marjani (1) Kaufmann Emilie (1) Andreas Krause (1) Gizem Yüce (1) Debabrota Basu (1) Rianne de Heide (1) Achraf Azize (1) Degenne Rémy (1)

Keywords

sample complexity (5) best-arm identification (4) best arm identification (3) multi-armed bandit (3) pure exploration (2) gaussian distribution (1) linear bandit (1) combinatorial bandit (1) privacy budget (1) matroid constraint (1) sampling algorithm (1) semi-bandit feedback (1) simple regret (1) transductive setting (1) projection-free online learning (1) top two algorithm (1) top two sampling (1) differential privacy (1) empirical variance (1) thompson sampling (1)

Papers

Learning Parametric Distributions from Samples and Preferences ICML 2025

Pareto Set Identification With Posterior Sampling AISTATS 2025

Best-Arm Identification in Unimodal Bandits AISTATS 2025

Non-Asymptotic Analysis of a UCB-based Top Two Algorithm NIPS 2023

On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence NIPS 2023

Dealing with Unknown Variances in Best-Arm Identification ALT 2023

An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond NIPS 2023

Choosing Answers in Epsilon-Best-Answer Identification for Linear Bandits ICML 2022

Top Two Algorithms Revisited NIPS 2022

Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback ALT 2021