presentations

invited talks, seminars, conference presentations, and posters.

Talks & presentations

  • “Bayesian Fusion Forests: Heterogeneous Treatment Effects on Survival from Randomised and Real-World Data.” Bayesian Biostatistics Conference, Leiden, The Netherlands. October 2026. [slides]
  • “Bayesian Fusion Forests: Heterogeneous Treatment Effects on Survival from Randomised and Real-World Data.” International Society for Clinical Biostatistics (ISCB) Conference, Freiburg, Germany. September 2026. [slides]
  • “Horseshoe Forests for High-Dimensional Causal Survival Analysis.” ISBA World Meeting, Nagoya, Japan. July 2026. [slides]
  • “Horseshoe Forests for High-Dimensional Causal Survival Analysis.” Seminar, Mathematical Institute, Leiden University. May 2026. [slides]
  • “A Martingale Framework for Survival Tests.” Seminar, Bigstatistics Group, Department of Epidemiology and Data Science, Amsterdam UMC. May 2026. [slides]
  • “Horseshoe Forests for High-Dimensional Causal Survival Analysis.” Statistics Group, VU Amsterdam. April 2026. [slides]
  • “Horseshoe Forests for High-Dimensional Causal Survival Analysis.” 2025 IMS International Conference on Statistics and Data Science (ICSDS). December 2025. [slides]
  • “ShrinkageTrees: An Open-Source Package for High-Dimensional Causal Inference.” Award ceremony, Amsterdam UMC Open Science Awards. November 2025.
  • “Causal Inference in High-Dimensional Survival Analysis: A Bayesian Regression Trees Approach.” Survival Lunch, Leiden University Medical Center (LUMC), Leiden, The Netherlands. 2025.
  • “Tackling Multicollinearity in Marketing Mix Models: A Bayesian Hierarchical Shrinkage Approach.” Study Group Mathematics with Industry (SWI 2025). 2025.
  • “A Causal Investigation into Short- and Long-Term Effects of Treatment for Osteosarcoma.” Workshop on Causal Inference in Time-to-Event Analysis, TU Dortmund University, Dortmund, Germany. September 2024.
  • “A Causal Model for Cure using Bayesian Tree Ensembles.” Big Statistics Seminar, Amsterdam UMC, Amsterdam, The Netherlands. 2024.
  • “Long-Term and Short-Term Effects of Treatment for Osteosarcoma: A Bayesian Causal Re-analysis of the EURAMOS-I Study.” SIG-Health Seminar, Leiden University, Leiden, The Netherlands. 2024.

Posters

  • “Finite-Sample Valid Survival Tests under Continuous Monitoring via Doléans–Dade Exponentials.” NeurIPS Workshop: E-Values: From Statistics to ML, Paris, France. December 2026. Presented by Dante de Roos. [code]
  • “A Nonparametric Bayesian Approach for High-Dimensional Causal Effect Estimation in Survival Analysis.” SAfJR. 2025.
  • “A Nonparametric Bayesian Approach for High-Dimensional Causal Effect Estimation in Survival Analysis.” EuroCIM. 2025.