Alix LHERITIER

4 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AISTATS (2) ICLR (1) NIPS (1)

Top co-authors

Frederic Cazals (1) Maurizio Filippone (1) Nicolas Bondoux (1)

Keywords

wasserstein distance (1) nonparametric bayesian (1) distributional reinforcement learning (1) conditional entropy (1) quantile regression (1) k-d tree (1) online prediction (1) log loss (1) value-based learning (1) value distribution (1) cramer distance (1) universal guarantee (1)

Papers

Unconditionally Calibrated Priors for Beta Mixture Density Networks AISTATS 2025

A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning AISTATS 2022

PCMC-Net: Feature-based Pairwise Choice Markov Chains ICLR 2020

Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees NIPS 2019