Haoran Zhang
Orcid: 0000-0003-1027-9976Affiliations:
- Massachusetts Institute of Technology, Cambridge, MA, USA
- University of Toronto, Vector Institute for Artificial Intelligence, ON, Canada (former)
According to our database1,
Haoran Zhang
authored at least 20 papers
between 2019 and 2024.
Collaborative distances:
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Bibliography
2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Proceedings of the Machine Learning for Health, 2023
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
J. Am. Medical Informatics Assoc., 2022
Proceedings of the Machine Learning for Health, 2022
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the Conference on Health, Inference, and Learning, 2022
2021
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
2020
An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare.
Proceedings of the Machine Learning for Health Workshop, 2020
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020
2019
Proceedings of the Advances in Artificial Intelligence, 2019