Playlist: 28 videos

Learning from Interventions

0:31:56

Machine Learning-Based Design Of Proteins

Jennifer Listgarten (UC Berkeley)
https://simons.berkeley.edu/talks/machine-learning-based-design-proteins
Learning from Interventions
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0:31:48

Panel Discussion

Chiara Sabatti (Stanford University), Jennifer Listgarten (UC Berkeley), and Peng Ding (UC Berkeley)
https://simons.berkeley.edu/talks/panel-discussion-3
Learning from Interventions
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0:30:40

Learning And Testing Causal Models: A Property Testing Viewpoint

Arnab Bhattacharyya (National University of Singapore, Singapore)
https://simons.berkeley.edu/talks/learning-and-testing-causal-models-property-testing-viewpoint
Learning from Interventions
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0:29:21

Some Staged Tree Models For Learning From Interventions

Liam Solus (KTH)
https://simons.berkeley.edu/talks/some-staged-tree-models-learning-interventions
Learning from Interventions
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Balancing Covariates In Randomized Experiments: The Gram--Schmidt Walk Design

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0:21:46

Panel Discussion

Arnab Bhattacharyya (National University of Singapore, Singapore), Christopher Harshaw (Yale University), and Liam Solus (KTH)
https://simons.berkeley.edu/talks/panel-discussion-4
Learning from Interventions
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0:32:51

Learning Abstract Causal Structure From Causal Interventions In Children And Artificial Agents

Alison Gopnik (UC Berkeley)
https://simons.berkeley.edu/talks/learning-abstract-causal-structure-causal-interventions-children-and-artificial-agents
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0:33:36

Balancing Weights For Causal Effects With Panel Data: Some Recent Extensions To The Synthetic Control Method

Avi Feller (UC Berkeley)
https://simons.berkeley.edu/talks/balancing-weights-causal-effects-panel-data-some-recent-extensions-synthetic-control-method
Learning from Interventions
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0:32:25

Designing Adaptive Experiments For Policy Learning And Inference

Molly Offer-Westort (University of Chicago)
https://simons.berkeley.edu/talks/designing-adaptive-experiments-policy-learning-and-inference
Learning from Interventions
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0:25:15

Panel Discussion

Alison Gopnik (UC Berkeley), Avi Feller (UC Berkeley), and Molly Offer-Westort (University of Chicago)
https://simons.berkeley.edu/talks/panel-discussion-5
Learning from Interventions
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