- 2025 Computational Methods in Bayesian Statistics
- 2024 Causal Inference and its Applications
- 2023 Modern Computational Statistics
- 2022 Algorithm Fairness and Bias in AI
- 2020 Bayes Comp 2020 (held in lieu of Winter Workshop 2020)
- 2019 Recent Advances in Causal Inference and Mediation Analysis and their Applications
- 2018 Semi-Parametric & Non-Parametric Statistics in the Era of Big Data
- 2014 Dimension Reduction and High Dimensional Inference
- 2013 New Directions in Monte Carlo Methods
- 2012 Workshop on Causal Inference and Graphical Models
- 2011 Workshop on High Dimensional Inference
- 2010 Categorical Data Analysis
- 2009 Semiparametric Methodology
- 2008 Bayesian Model Selection & Objective Methods
- 2007 Environmental and Environmental Health Statistics
- 2006 Frontiers of Theoretical Statistics
- 2005 Longitudinal Data Analysis
- 2004 Data Mining, Statistical Learning & Bioinformatics
- 2003 An IMS Mini-Meeting on Functional Data Analysis
- 2002 An IMS Mini-Meeting on Imaging, Classification & Clustering
- 2001 Monte Carlo in the New Millennium
- 2000 Selected Topics in Variance Components Analysis
- 1999 Selected Topics in Nonparametric Methods