Explanatory Data Analysis group
Ana Letícia Garcez Vicente
PhD candidate
Ana Leticia Garcez Vicente is a Ph.D. candidate at the Leiden Institute of Advanced Computer Science (LIACS), Leiden University, under the supervision of Dr. Matthijs van Leeuwen and Dr. Saber Salehkaleybar. Her research focuses on causal inference, with particular interests in causal effect identification and root causal analysis. She is broadly interested in statistics, optimisation, machine learning, and graphical models.
Before starting her Ph.D., Ana obtained her M.Sc. in Computer Science and Computational Mathematics from the University of São Paulo (ICMC-USP), where she focused on applications of machine learning in neuroscience. During her master’s, she also conducted research at Carnegie Mellon University.
Selected recent publications
2026 |
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Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation. In: Proceedings of the Conference on Neural Information Processing Systems (NeurIPS 2026), 2026. |
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