Ioana Bica

Unsupervised generative and graph representation learning for modelling cell differentiation

Pietro Liò, Ana Cvejic, Helena Andrés-Terré, 2020, Scientific Reports.

Strictly Batch Imitation Learning by Energy-based Distribution Matching pdf

Mihaela van der Schaar, Ioana Bica, Daniel Jarrett, 2020, NeurIPS.

Batch Inverse Reinforcement Learning Using Counterfactuals for Understanding Decision Making pdf

Mihaela van der Schaar, Ioana Bica, Alihan Hüyük, 2020, ArXiv.

Learning Matching Representations for Individualized Organ Transplantation Allocation pdf

Mihaela van der Schaar, Ahmed M. Alaa, Can Xu, 2021, AISTATS.

Clairvoyance: A Pipeline Toolkit for Medical Time Series

Mihaela van der Schaar, Jinsung Yoon, Ari Ercole, 2023, ICLR.

Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge pdf

Mihaela van der Schaar, Ioana Bica, Zhaozhi Qian, 2021, ACM Trans. Comput. Heal..

Model-Attentive Ensemble Learning for Sequence Modeling pdf

Mihaela van der Schaar, Ioana Bica, Victor D. Bourgin, 2021, ArXiv.