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Causality and Transfer Learning
Elias Bareinboim
Author Information
Elias Bareinboim (Purdue)
More from the Same Authors
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2019 Poster: Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes »
Junzhe Zhang · Elias Bareinboim -
2019 Poster: Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets »
Daniel Kumor · Bryant Chen · Elias Bareinboim -
2019 Poster: Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions »
Murat Kocaoglu · Amin Jaber · Karthikeyan Shanmugam · Elias Bareinboim -
2019 Poster: Identification of Conditional Causal Effects under Markov Equivalence »
Amin Jaber · Jiji Zhang · Elias Bareinboim -
2019 Spotlight: Identification of Conditional Causal Effects under Markov Equivalence »
Amin Jaber · Jiji Zhang · Elias Bareinboim -
2018 : Datasets and Benchmarks for Causal Learning »
Csaba Szepesvari · Isabelle Guyon · Nicolai Meinshausen · David Blei · Elias Bareinboim · Bernhard Schölkopf · Pietro Perona -
2018 Poster: Structural Causal Bandits: Where to Intervene? »
Sanghack Lee · Elias Bareinboim -
2018 Poster: Equality of Opportunity in Classification: A Causal Approach »
Junzhe Zhang · Elias Bareinboim -
2017 Poster: Experimental Design for Learning Causal Graphs with Latent Variables »
Murat Kocaoglu · Karthikeyan Shanmugam · Elias Bareinboim -
2016 : The Data-Fusion Problem: Causal Inference and Reinforcement Learning »
Elias Bareinboim -
2015 Poster: Bandits with Unobserved Confounders: A Causal Approach »
Elias Bareinboim · Andrew Forney · Judea Pearl -
2014 Poster: Transportability from Multiple Environments with Limited Experiments: Completeness Results »
Elias Bareinboim · Judea Pearl -
2014 Spotlight: Transportability from Multiple Environments with Limited Experiments: Completeness Results »
Elias Bareinboim · Judea Pearl -
2013 Poster: Transportability from Multiple Environments with Limited Experiments »
Elias Bareinboim · Sanghack Lee · Vasant Honavar · Judea Pearl -
2013 Tutorial: Causes and Counterfactuals: Concepts, Principles and Tools. »
Judea Pearl · Elias Bareinboim