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Publications of "Elias Bareinboim" ( http://dblp.L3S.de/Authors/Elias_Bareinboim )

  Author page on DBLP  Author page in RDF  Community of Elias Bareinboim in ASPL-2

Publication years (Num. hits)
2011-2014 (17) 2015-2017 (17) 2018-2019 (20)
Publication types (Num. hits)
article(13) inproceedings(39) phdthesis(1) proceedings(1)
Venues (Conferences, Journals, ...)
AAAI(12) CoRR(7) ICML(6) IJCAI(5) NIPS(4) UAI(4) AAMAS(2) AISTATS(2) NeurIPS(2) ACM TIST(1) AI Matters(1) Bioinformatics(1) CFA@UAI(1) GKR(1) ICDM Workshops(1) IEEE Intelligent Systems(1) More (+10 of total 18)
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Found 55 publication records. Showing 54 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Daniel Kumor, Bryant Chen, Elias Bareinboim Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sanghack Lee, Juan D. Correa, Elias Bareinboim General Identifiability with Arbitrary Surrogate Experiments. Search on Bibsonomy UAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Andrew Forney, Elias Bareinboim Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Sanghack Lee, Elias Bareinboim Structural Causal Bandits with Non-Manipulable Variables. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Juan D. Correa, Jin Tian 0001, Elias Bareinboim Identification of Causal Effects in the Presence of Selection Bias. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim Sensitivity Analysis of Linear Structural Causal Models. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Juan D. Correa, Jin Tian 0001, Elias Bareinboim Adjustment Criteria for Generalizing Experimental Findings. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Amin Jaber, Jiji Zhang, Elias Bareinboim Causal Identification under Markov Equivalence: Completeness Results. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Amin Jaber, Jiji Zhang, Elias Bareinboim On Causal Identification under Markov Equivalence. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Juan D. Correa, Elias Bareinboim From Statistical Transportability to Estimating the Effect of Stochastic Interventions. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Amin Jaber, Jiji Zhang, Elias Bareinboim Causal Identification under Markov Equivalence. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Junzhe Zhang, Elias Bareinboim Non-Parametric Path Analysis in Structural Causal Models. Search on Bibsonomy UAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Amin Jaber, Jiji Zhang, Elias Bareinboim Causal Identification under Markov Equivalence. Search on Bibsonomy UAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Junzhe Zhang, Elias Bareinboim Fairness in Decision-Making - The Causal Explanation Formula. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Juan D. Correa, Jin Tian 0001, Elias Bareinboim Generalized Adjustment Under Confounding and Selection Biases. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Junzhe Zhang, Elias Bareinboim Equality of Opportunity in Classification: A Causal Approach. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sanghack Lee, Elias Bareinboim Structural Causal Bandits: Where to Intervene? Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Elias Bareinboim Budgeted Experiment Design for Causal Structure Learning. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Amin Jaber, Jiji Zhang, Elias Bareinboim A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Junzhe Zhang, Elias Bareinboim Characterizing the Limits of Autonomous Systems. Search on Bibsonomy AAMAS The full citation details ... 2018 DBLP  BibTeX  RDF
1AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Elias Bareinboim Budgeted Experiment Design for Causal Structure Learning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jiuyong Li, Kun Zhang 0001, Elias Bareinboim, Lin Liu 0003 Guest editorial: special issue on causal discovery. Search on Bibsonomy Int. J. Data Sci. Anal. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Frederick Eberhardt, Elias Bareinboim, Marloes H. Maathuis, Joris M. Mooij, Ricardo Silva (eds.) Proceedings of the UAI 2016 Workshop on Causation: Foundation to Application co-located with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), Jersey City, USA, June 29, 2016. Search on Bibsonomy CFA@UAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Juan D. Correa, Elias Bareinboim Causal Effect Identification by Adjustment under Confounding and Selection Biases. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Murat Kocaoglu, Karthikeyan Shanmugam, Elias Bareinboim Experimental Design for Learning Causal Graphs with Latent Variables. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Andrew Forney, Judea Pearl, Elias Bareinboim Counterfactual Data-Fusion for Online Reinforcement Learners. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Bryant Chen, Daniel Kumor, Elias Bareinboim Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Junzhe Zhang, Elias Bareinboim Transfer Learning in Multi-Armed Bandits: A Causal Approach. Search on Bibsonomy IJCAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Junzhe Zhang, Elias Bareinboim Transfer Learning in Multi-Armed Bandit: A Causal Approach. Search on Bibsonomy AAMAS The full citation details ... 2017 DBLP  BibTeX  RDF
1Kun Zhang 0001, Jiuyong Li, Elias Bareinboim, Bernhard Schölkopf, Judea Pearl Preface to the ACM TIST Special Issue on Causal Discovery and Inference. Search on Bibsonomy ACM TIST The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal inference and the data-fusion problem. Search on Bibsonomy Proc. Natl. Acad. Sci. U.S.A. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Haris Aziz 0001, Elias Bareinboim, Yejin Choi, Daniel J. Hsu, Shivaram Kalyanakrishnan, Reshef Meir, Suchi Saria, Gerardo I. Simari, Lirong Xia, William Yeoh 0001 AI's 10 to Watch. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Bryant Chen, Judea Pearl, Elias Bareinboim Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables. Search on Bibsonomy IJCAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Bryant Chen, Judea Pearl, Elias Bareinboim Identification by Auxiliary Instrumental Sets in Linear Structural Equation Models. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Judea Pearl, Elias Bareinboim External Validity: From Do-Calculus to Transportability Across Populations. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Elias Bareinboim, Jin Tian 0001 Recovering Causal Effects from Selection Bias. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Elias Bareinboim, Andrew Forney, Judea Pearl Bandits with Unobserved Confounders: A Causal Approach. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Generalizing causal knowledge: theory and algorithms. Search on Bibsonomy AI Matters The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Elias Bareinboim, Jin Tian 0001, Judea Pearl Recovering from Selection Bias in Causal and Statistical Inference. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Transportability from Multiple Environments with Limited Experiments: Completeness Results. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Elias Bareinboim Generalizability in Causal Inference: Theory and Algorithms. Search on Bibsonomy 2014   RDF
1Elias Bareinboim, Judea Pearl A General Algorithm for Deciding Transportability of Experimental Results. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal Transportability with Limited Experiments. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Sanghack Lee, Vasant G. Honavar, Judea Pearl Transportability from Multiple Environments with Limited Experiments. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Meta-Transportability of Causal Effects: A Formal Approach. Search on Bibsonomy AISTATS The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Controlling Selection Bias in Causal Inference. Search on Bibsonomy AISTATS The full citation details ... 2012 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal Inference by Surrogate Experiments: z-Identifiability Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal Inference by Surrogate Experiments: z-Identifiability. Search on Bibsonomy UAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Transportability of Causal Effects: Completeness Results. Search on Bibsonomy AAAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Paulo C. Carvalho, Juliana S. G. Fischer, Jonas Perales, John R. Yates III, Valmir Carneiro Barbosa, Elias Bareinboim Analyzing marginal cases in differential shotgun proteomics. Search on Bibsonomy Bioinformatics The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl, Elias Bareinboim Transportability of Causal and Statistical Relations: A Formal Approach. Search on Bibsonomy ICDM Workshops The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl, Elias Bareinboim Transportability of Causal and Statistical Relations: A Formal Approach. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Controlling Selection Bias in Causal Inference. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Elias Bareinboim, Carlos Brito, Judea Pearl Local Characterizations of Causal Bayesian Networks. Search on Bibsonomy GKR The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
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