Talks

Upcoming Talks

• Scientific Days of the Quebec Digital Health Network
  Laval University, Québec – March 2026
  Near-Equivalent Q-learning Policies for Dynamic Treatment Regimes Contribution

• Annual Meeting of the Statistical Society of Canada (SSC)
  Hamilton – June 2026
  Invited talk – Session: _Recent Advances in Dynamic Treatment Regime Inference_ —

Invited Talks

• Biostatistics Seminar – McGill University
  Montreal – February 18, 2026
  Near-Equivalent Q-learning Policies for Dynamic Treatment Regimes

• Statistics Seminar of Glasgow University
  Glasgow – January 7, 2026
  Reinforcement learning for precision medicine: Integrating medical knowledge into decision-making algorithms

• Annual Conference of the Canadian Society for Epidemiology and Biostatistics (CSEB).
  Montreal – August 13, 2025
  Construction de multiples recommandations epsilon-équivalentes dans le cadre des stratégies dynamiques de traitement

• “Centre de Rercheches Mathématiques” Seminar of the Université de Montréal
  April 25, 2025
  Apprentissage par renforcement pour la médecine de précision : intégrer les connaissances médicales dans les algorithmes de décision

• Statistics Seminar of the Université du Québec à Montréal
  Montreal – April 3, 2025
  Integrating Medical Knowledge into Reinforcement Learning for Dynamic Treatment Regimes

• PhairLab (Michael Kosorok), University of North Carolina at Chapel Hill
  Chapel Hill – April 21, 2023
  Integration of Medical Knowledge into Reinforcement Learning for Dynamic Treatment Regimes

Contributions

• Colloque Francophone Interfactultaire de Recherche en Biostatistiques (CFIRB)
  Montreal – August 10, 2025
  Construction de multiples recommandations epsilon-équivalentes dans le cadre des stratégies dynamiques de traitement
  Award: Best Student Presentation

• Annual Meeting of the Statistical Society of Canada (SSC).
  Saskatoon – May 27–30, 2025
  Rewards Construction Based on Preference Learning for Dynamic Treatment Regimes

• 8th Annual Biostatistics Research & Career Day
  McGill University, Montreal – May 9, 2025
  Bayesian Outcome-Weighted Learning
  Award: Best Student Presentation

• 10th Southern Statistical Conference
  Toulouse – June 18, 2024
  Bayesian Outcome-Weighted Learning

• Student Seminar of the Mathematical Institut of Toulouse
  Toulouse – June 6, 2024
  Introduction to Reinforcement Learning
  Intro to RL for decision-making: mathematical foundations, main algorithms, research directions

• French Statistical Days (SFdS)
  Bordeaux – May 27, 2024
  Construction de récompenses par apprentissage par préférences pour les modèles d’apprentissage par renforcement appliqués aux stratégies de traitements adaptatifs

• Toulouse Day “Statistics for Biology” – INRAE
  Toulouse – November 15, 2022
  Reinforcement Learning: Application to Adaptive Treatment Strategies

Poster Presentations

• Statistics and Optimization Seminar of the Mathematical Institute of Toulouse
  Toulouse – December 6, 2022
  Integration of Medical Expertise into Reinforcement Learning Models Applied to Adaptive Treatment Strategies