Romain Lopez
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scRNA-seq
Deep Generative Models for Single-cell Transcriptomics
We develop a collection of DGMs for principled, scalable and fully-probabilistic analysis of multiple scRNA-seq datasets. Examples include scVI, scANVI, gimVI and totalVI.
Structured Counterfactual Inference
Several practical instances of batch learning from bandit feedback with added structure. Collaborations with Ant Financial Services & Amazon.com Inc.
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