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Dive into the research topics where Josh Givens is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Direct Doubly Robust Estimation of Conditional Quantile Contrasts
Givens, J. L., Reeve, H., Liu, S. & Reluga, K., 22 Jan 2026, (Accepted/In press) International Conference on Learning Representations 2026.Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open Access -
Score Matching with Missing Data
Givens, J. L., Liu, S. & Reeve, H., 14 Oct 2025, Proceedings of the 42nd International Conference on Machine Learning. Proceedings of Machine Learning Research, p. 19523-19561 39 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile9 Downloads (Pure) -
Conditional Outcome Equivalence: A Quantile Alternative to CATE
Givens, J. L., Reeve, H., Liu, S. & Reluga, K., 13 Dec 2024. 38 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access
Prizes
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Outstanding Paper at ICML2025
Givens, J. L. (Recipient), Liu, S. (Recipient) & Reeve, H. W. J. (Recipient), 2025
Prize: Prizes, Medals, Awards and Grants
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Thesis
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Differential Model Estimation with Missing Data
Givens, J. L. (Author), Liu, S. (Supervisor) & Reeve, H. W. J. (Supervisor), 20 Jan 2026Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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