Ioana Bica
University of Oxford
H-index: 16
Europe-United Kingdom
Top articles of Ioana Bica
Improving fine-grained understanding in image-text pre-training
arXiv preprint arXiv:2401.09865
2024/1/18
Ioana Bica
H-Index: 7
Neural algorithmic reasoning with causal regularisation
2023/7/3
Ioana Bica
H-Index: 7
Dynamic outcomes-based clustering of disease trajectory in mechanically ventilated patients
2023/2/13
CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks
Bioinformatics
2022/3/1
David Buterez
H-Index: 0
Ioana Bica
H-Index: 7
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?
arXiv preprint arXiv:2201.05119
2022/1/13
Causal inference methods for supporting, understanding, and improving decision-making
2022
Ioana Bica
H-Index: 7
Data-iq: Characterizing subgroups with heterogeneous outcomes in tabular data
2022/10/24
Transfer learning on heterogeneous feature spaces for treatment effects estimation
Advances in Neural Information Processing Systems
2022/12/6
Ioana Bica
H-Index: 7
Mihaela Van Der Schaar
H-Index: 42
Pushing the limits of self-supervised learning: Can we outperform supervised learning without labels?
2022/9/29
Ioana Bica
H-Index: 7
DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction
arXiv preprint arXiv:2208.01373
2022/8/2
Ioana Bica
H-Index: 7
Mihaela Van Der Schaar
H-Index: 42
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability
2022/6/16
Jonathan Crabbé
H-Index: 1
Alicia Curth
H-Index: 2
Ioana Bica
H-Index: 7
Mihaela Van Der Schaar
H-Index: 42
Disentangled counterfactual recurrent networks for treatment effect inference over time
arXiv preprint arXiv:2112.03811
2021/12/7
Synctwin: Treatment effect estimation with longitudinal outcomes
Advances in Neural Information Processing Systems
2021/12/6
Time-series generation by contrastive imitation
2021
Feature importance in multi-dimensional tissue-engineering datasets: Random forest assisted optimisation of experimental variables for collagen scaffolds
Applied Physics Reviews
2021/12/1
Malavika Nair
H-Index: 2
Ioana Bica
H-Index: 7
The medkit-learn (ing) environment: Medical decision modelling through simulation
Neural Information Processing Systems (NeurIPS) track on Datasets and Benchmarks
2021/6/8
Model-Attentive Ensemble Learning for Sequence Modeling
2021/2/23
Ioana Bica
H-Index: 7
Mihaela Van Der Schaar
H-Index: 42
Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge
arXiv preprint arXiv:2102.06271
2021/2/11
Learning Matching Representations for Individualized Organ Transplantation Allocation
2021/3/18
Co-Authors
