Causal Inference

Sandrine Dudoit is Professor in the Department of Statistics and the Division of Biostatistics in the School of Public Health, as well as core faculty member of the Center for Computational Biology. She is also serving as Executive Associate Dean for the College of Computing, Data Science, and Society.

Dudoit's research and teaching activities broadly concern the development and application of statistical learning methods and software for the analysis of high-throughput -omic data in both basic biology and precision health and medicine.

Statistical methodology and theory. Her methodological...

Bin Yu is Chancellor’s Distinguished Professor in the Departments of Statistics and of Electrical Engineering & Computer Sciences, and Center for Computational Biology, and Senior Advisor at The Simons Institute for the Theory of Computing, at the University of California at Berkeley. Her current research interests focus on AI risk and evaluation, veridical data science, explainable and trustworthy AI, statistical machine learning algorithms and theory (e.g. deep learning and decision trees),

interdisciplinary data problems from precision medicine, genomics, and neuroscience. She pioneered the...