CD 2022 PROGRAM
Accepted papers have been published in PMLR at: Volume 185: Proceedings of 2022 KDD Workshop on Causal Discovery (http://proceedings.mlr.press/v185/)
Time: 8:00AM – 12:00PM, August 15, 2022
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8:00 -8:05 |
Opening and Welcome
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8:05 – 9:00 |
Keynote Talk: On testability of causal and missing data models using Verma Constraint-based
Professor Razieh Nabi, Emory University |
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9:00 – 9:25 |
Causal ABMs: Learning Plausible Causal Models using Agent-based modeling Konstantina Valogianni and Balaji Padmanabhan |
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GPU Acceleration for Information-theoretic Constraint-based Causal Discovery Christopher Hagedorn, Constantin Lange, Johannes Huegle, Rainer Schlosser |
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9:50 – 10:05 |
-------- Coffee Break -------- |
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10:05 – 11:00 |
Keynote Talk: Causal Discovery from Social Networks Professor Elena Zheleva, University of Illinois at Chicago |
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11:00 – 11:25 |
Regret-based Federated Causal Discovery Osman Mian, David Kaltenpoth, Michael Kamp |
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11:25 – 11:50 |
Invited Talk: Beyond Model-free Estimation of Heterogeneous Treatment Effects Christopher Tran, University of Illinois at Chicago |
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11:50 – 12:00 |
Closing |