Author of the publication

Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders.

, , and . CoRR, (2019)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders., , and . CoRR, (2019)CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks., , , , and . Bioinform., 38 (5): 1277-1286 (2022)Batch Inverse Reinforcement Learning Using Counterfactuals for Understanding Decision Making., , , and . CoRR, (2020)Model-Attentive Ensemble Learning for Sequence Modeling., , and . CoRR, (2021)Strictly Batch Imitation Learning by Energy-based Distribution Matching., , and . NeurIPS, (2020)OrganITE: Optimal transplant donor organ offering using an individual treatment effect., , , , and . NeurIPS, (2020)The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation., , , , and . NeurIPS Datasets and Benchmarks, (2021)Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time., , , , and . CoRR, (2021)Invariant Causal Imitation Learning for Generalizable Policies., , and . CoRR, (2023)DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction., , , and . CoRR, (2022)