Alexander Volfovsky
According to our database1,
Alexander Volfovsky
authored at least 24 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Evaluating Pre-trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data.
CoRR, 2023
CoRR, 2023
From Feature Importance to Distance Metric: An Almost Exact Matching Approach for Causal Inference.
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
CoRR, 2022
Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It.
CoRR, 2022
2021
J. Mach. Learn. Res., 2021
dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference.
CoRR, 2021
2020
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Collapsing-Fast-Large-Almost-Matching-Exactly: A Matching Method for Causal Inference.
CoRR, 2018
2017
CoRR, 2017
2016
2013