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Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations.

I. Bica, A. Alaa, J. Jordon, and M. van der Schaar. CoRR, (2020)

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Kemal Bicak

Fatima Bicane

Clara Isméria Damiani Bica

Mihaela Ioana

Turan Bicak

Other publications of authors with the same name

Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders.I. Bica, A. Alaa, and M. van der Schaar. CoRR, (2019)Batch Inverse Reinforcement Learning Using Counterfactuals for Understanding Decision Making.I. Bica, D. Jarrett, A. Hüyük, and M. van der Schaar. CoRR, (2020)CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks.D. Buterez, I. Bica, I. Tariq, H. Andrés-Terré, and P. Liò. Bioinform., 38 (5): 1277-1286 (2022)Model-Attentive Ensemble Learning for Sequence Modeling.V. Bourgin, I. Bica, and M. van der Schaar. CoRR, (2021)OrganITE: Optimal transplant donor organ offering using an individual treatment effect.J. Berrevoets, J. Jordon, I. Bica, A. Gimson, and M. van der Schaar. NeurIPS, (2020)Strictly Batch Imitation Learning by Energy-based Distribution Matching.D. Jarrett, I. Bica, and M. van der Schaar. NeurIPS, (2020)The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation.A. Chan, I. Bica, A. Hüyük, D. Jarrett, and M. van der Schaar. NeurIPS Datasets and Benchmarks, (2021)Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time.J. Berrevoets, A. Curth, I. Bica, E. McKinney, and M. van der Schaar. CoRR, (2021)DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction.Y. Li, T. Hatt, I. Bica, and M. van der Schaar. CoRR, (2022)Invariant Causal Imitation Learning for Generalizable Policies.I. Bica, D. Jarrett, and M. van der Schaar. CoRR, (2023)

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Disambiguation of "Bica, Ioana"

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Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations.

Please choose a person to relate this publication to

Kemal Bicak

Fatima Bicane

Clara Isméria Damiani Bica

Mihaela Ioana

Turan Bicak

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Bica, Ioana"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations.

Please choose a person to relate this publication to

Kemal Bicak

Fatima Bicane

Clara Isméria Damiani Bica

Mihaela Ioana

Turan Bicak

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations.