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Oscar Clivio
Oscar Clivio
Verified email at spc.ox.ac.uk - Homepage
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Year
A Python library for probabilistic analysis of single-cell omics data
A Gayoso, R Lopez, G Xing, P Boyeau, V Valiollah Pour Amiri, J Hong, ...
Nature biotechnology 40 (2), 163-166, 2022
4312022
Neural score matching for high-dimensional causal inference
O Clivio, F Falck, B Lehmann, G Deligiannidis, C Holmes
International Conference on Artificial Intelligence and Statistics, 7076-7110, 2022
142022
Detecting zero-inflated genes in single-cell transcriptomics data
O Clivio, R Lopez, J Regier, A Gayoso, MI Jordan, N Yosef
bioRxiv, 794875, 2019
112019
A critical review of Causal Inference benchmarks for Large Language Models
L Yang, O Clivio, V Shirvaikar, F Falck
AAAI 2024 Workshop on''Are Large Language Models Simply Causal Parrots?'', 2023
72023
PWSHAP: a path-wise explanation model for targeted variables
L Ter-Minassian, O Clivio, K Diazordaz, RJ Evans, CC Holmes
International Conference on Machine Learning, 34054-34089, 2023
32023
Towards representation learning for weighting problems in design-based causal inference
O Clivio, A Feller, C Holmes
arXiv preprint arXiv:2409.16407, 2024
22024
A Critical Review of Causal Reasoning Benchmarks for Large Language Models
L Yang, V Shirvaikar, O Clivio, F Falck
AAAI 2024 Workshop on''Are Large Language Models Simply Causal Parrots?'', 2024
22024
Towards Principled Representation Learning to Improve Overlap in Treatment Effect Estimation
O Clivio, D Bruns-Smith, A Feller, CC Holmes
9th Causal Inference Workshop at UAI 2024, 2024
12024
Towards representation learning for general weighting problems in causal inference
O Clivio, A Feller, CC Holmes
Causal Representation Learning Workshop at NeurIPS 2023, 0
1
Cell-Type Annotation Priors for scRNA-seq
O Clivio, D Wulsin, E Kiner, N Solomon, L Voloch, J Regier
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Articles 1–10