Playlist: 28 videos

Learning from Interventions

0:38:10

Causal Emergence: When Distortions In A Map Obscure The Territory

Frederick Eberhardt (Caltech)
https://simons.berkeley.edu/talks/causal-emergence-when-distortions-map-obscure-territory
Learning from Interventions
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0:27:36

Learning Causal Representations From Unknown Interventions

Kun Zhang (Carnegie Mellon University)
https://simons.berkeley.edu/talks/learning-causal-representations-unknown-interventions
Learning from Interventions
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Learning & Reasoning With Soft Interventions

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0:30:51

Online Reinforcement Learning With The Help Of Confounded Offline Data

Uri Shalit (Technion - Israel Institute of Technology)
https://simons.berkeley.edu/talks/online-reinforcement-learning-help-confounded-offline-data
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0:30:36

Panel Discussion

Elias Bareinboim (Columbia University), Frederick Eberhardt (Caltech), Kun Zhang (Carnegie Mellon University), and Uri Shalit (Technion - Israel Institute of Technology)
https://simons.berkeley.edu/talks/panel-discussion-1
Learning from Interventions
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0:30:10

Counterfactual Inference For Sequential Experiment Design

Raaz Dwivedi (MIT)
https://simons.berkeley.edu/talks/counterfactual-inference-sequential-experiment-design
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0:37:25

Learning from RCTs in Public Health and Medicine

James Robins (Harvard University)
https://simons.berkeley.edu/talks/Learning-from-RCTs-in-Public-Health-and-Medicine
Learning from Interventions
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0:21:5

Panel Discussion

Raaz Dwivedi (MIT) and James Robins (Harvard University)
https://simons.berkeley.edu/talks/panel-discussion-2
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0:31:30

To Adjust Or Not To Adjust? Estimating The Average Treatment Effect In Randomized Experiments With Missing Covariates

Peng Ding (UC Berkeley)
https://simons.berkeley.edu/talks/adjust-or-not-adjust-estimating-average-treatment-effect-randomized-experiments-missing
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0:32:55

Searching For Causal Genetic Mechanisms Across Human Populations

Chiara Sabatti (Stanford University)
https://simons.berkeley.edu/talks/searching-causal-genetic-mechanisms-across-human-populations
Learning from Interventions
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