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Workshop
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Fri 11:32
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Smitha Milli -- Causal Inference Struggles with Agency on Online Platforms
Smitha Milli
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Workshop
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Causal Inference Struggles with Agency on Online Platforms
Smitha Milli · Luca Belli · Moritz Hardt
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Workshop
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Models, identifiability, and estimability in causal inference
Oliver Maclaren
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Workshop
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When Can We Achieve Small Error in Observational Causal Inference?
David Bruns-Smith
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Workshop
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Scalable Algorithms for Nonlinear Causal Inference
Gokul Swamy · Sanjiban Choudhury · James Bagnell · Steven Wu
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Spotlight
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Thu 20:40
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Regularizing towards Causal Invariance: Linear Models with Proxies
Michael Oberst · Nikolaj Thams · Jonas Peters · David Sontag
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Workshop
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A Topological Perspective on Causal Inference
Duligur Ibeling · Thomas Icard
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Poster
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Thu 21:00
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Regularizing towards Causal Invariance: Linear Models with Proxies
Michael Oberst · Nikolaj Thams · Jonas Peters · David Sontag
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Spotlight
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Thu 20:30
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A Proxy Variable View of Shared Confounding
Yixin Wang · David Blei
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Poster
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Thu 21:00
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A Proxy Variable View of Shared Confounding
Yixin Wang · David Blei
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Workshop
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Causal-BALD: Deep Bayesian Active Learning of Outcomes to Infer Treatment-Effects from Observational Data
Andrew Jesson · Panagiotis Tigas · Joost van Amersfoort · Andreas Kirsch · Uri Shalit · Yarin Gal
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Spotlight
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Tue 7:25
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GLSearch: Maximum Common Subgraph Detection via Learning to Search
Yunsheng Bai · Derek Xu · Yizhou Sun · Wei Wang
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