CaltechAUTHORS
  A Caltech Library Service

Items where Person is "Eberhardt-F"

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: Date | Item Type | First Author | No Grouping
Jump to: 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2008
Number of items: 21.

2019

Beckers, Sander and Eberhardt, Frederick and Halpern, Joseph Y. (2019) Approximate Causal Abstraction. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20200527-100350364

Zhalama, Mr. and Zhang, Jiji and Eberhardt, Frederick et al. (2019) ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20200527-101434154

2018

Chalupka, Krzysztof and Perona, Pietro and Eberhardt, Frederick (2018) Fast Conditional Independence Test for Vector Variables with Large Sample Sizes. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20180613-135346984

2017

Dubois, Julien and Oya, Hiroyuki and Tyszka, J. Michael et al. (2017) Causal Mapping of Emotion Networks in the Human Brain: Framework and Initial Findings. Neuropsychologia . ISSN 0028-3932. PMCID PMC5949245. (In Press) https://resolver.caltech.edu/CaltechAUTHORS:20171115-073336929

Hyttinen, Antti and Plis, Sergey and Järvisalo, Matti et al. (2017) A constraint optimization approach to causal discovery from subsampled time series data. International Journal of Approximate Reasoning, 90 . pp. 208-225. ISSN 0888-613X. https://resolver.caltech.edu/CaltechAUTHORS:20171109-074339105

Chalupka, Krzysztof and Eberhardt, Frederick and Perona, Pietro (2017) Causal Feature Learning: An Overview. Behaviormetrika, 44 (1). pp. 137-164. ISSN 0385-7417. https://resolver.caltech.edu/CaltechAUTHORS:20170530-090152248

2016

Chalupka, Krzysztof and Eberhardt, Frederick and Perona, Pietro (2016) Estimating Causal Direction and Confounding of Two Discrete Variables. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20190327-085917121

Hyttinen, Antti and Plis, Sergey and Järvisalo, Matti et al. (2016) Causal Discovery from Subsampled Time Series Data by Constraint Optimization. In: JMLR: Workshop and Conference Proceedings. Vol.52. , Cambridge, MA, pp. 216-227. ISBN 1938-7288. PMCID PMC5305170. https://resolver.caltech.edu/CaltechAUTHORS:20170221-090923083

Chalupka, Krzysztof and Bischoff, Tobias and Perona, Pietro et al. (2016) Unsupervised Discovery of El Niño Using Causal Feature Learning on Microlevel Climate Data. In: Uncertainty in Artificial Intelligence. Proceedings of the Thirty-Second Conference (2016). AUAI Press , Corvallis, OR, pp. 72-81. ISBN 978-0-9966431-1-5. https://resolver.caltech.edu/CaltechAUTHORS:20170530-090152140

Chalupka, Krzysztof and Perona, Pietro and Eberhardt, Frederick (2016) Multi-Level Cause-Effect Systems. Proceedings of Machine Learning Research, 51 . pp. 361-369. ISSN 1938-7228. https://resolver.caltech.edu/CaltechAUTHORS:20190329-151702979

Eberhardt, Frederick (2016) Green and grue causal variables. Synthese, 193 (4). pp. 1029-1046. ISSN 0039-7857. https://resolver.caltech.edu/CaltechAUTHORS:20160602-123514680

2015

Chalupka, Krzysztof and Perona, Pietro and Eberhardt, Frederick (2015) Visual Causal Feature Learning. In: UAI'15 Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence. AUAI Press , Arlington, VA, pp. 181-190. ISBN 978-0-9966431-0-8. https://resolver.caltech.edu/CaltechAUTHORS:20190327-085913684

Abrams, Marshall and Eberhardt, Frederick and Strevens, Michael (2015) Equidynamics and reliable reasoning about frequencies. Metascience, 24 (2). pp. 173-188. ISSN 0815-0796. https://resolver.caltech.edu/CaltechAUTHORS:20170616-075028154

2014

Eberhardt, Frederick (2014) Direct Causes and the Trouble with Soft Interventions. Erkenntnis, 79 (4). pp. 755-777. ISSN 0165-0106. https://resolver.caltech.edu/CaltechAUTHORS:20141023-135945304

2013

Eberhardt, Frederick (2013) Experimental Indistinguishability of Causal Structures. Philosophy of Science, 80 (5). pp. 684-696. ISSN 0031-8248. https://resolver.caltech.edu/CaltechAUTHORS:20140227-092549193

Hyttinen, Antti and Eberhardt, Frederick and Hoyer, Patrik O. (2013) Experiment Selection for Causal Discovery. Journal of Machine Learning Research, 14 . pp. 3041-3071. ISSN 1532-4435. https://resolver.caltech.edu/CaltechAUTHORS:20140123-114755984

Hyttinen, Antti and Hoyer, Patrik O. and Eberhardt, Frederick et al. (2013) Discovering cyclic causal models with latent variables: a general SAT-based procedure. In: UAI'13 Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence. AUAI Press , Arlington, VA, pp. 301-310. ISBN 9780974903996. https://resolver.caltech.edu/CaltechAUTHORS:20190327-085903347

2012

Hyttinen, Antti and Eberhardt, Frederick and Hoyer, Patrik O. (2012) Causal discovery of linear cyclic models from multiple experimental data sets with overlapping variables. In: UAI'12 Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence. AUAI Press , Arlington, VA, pp. 387-396. ISBN 978-0-9749039-8-9. https://resolver.caltech.edu/CaltechAUTHORS:20190327-085855919

Eberhardt, Frederick and Glymour, Clark and Scheines, Richard (2012) On the number of experiments sufficient and in the worst case necessary to identify all causal relations among N variables. In: UAI'05 Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence. AUAI Press , Arlington, VA, pp. 178-184. ISBN 0-9749039-1-4. https://resolver.caltech.edu/CaltechAUTHORS:20190327-085852486

2011

Hyttinen, Antti and Eberhardt, Frederick and Hoyer, Patrik O. (2011) Noisy-OR Models with Latent Confounding. In: UAI'11 Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence. AUAI Press , Arlington, VA, pp. 363-372. ISBN 978-0-9749039-7-2. https://resolver.caltech.edu/CaltechAUTHORS:20190327-085849059

2008

Eberhardt, Frederick (2008) Almost Optimal Intervention Sets for Causal Discovery. In: UAI'08 Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence. AUAI Press , Arlington, VA, pp. 161-168. ISBN 0-9749039-4-9. https://resolver.caltech.edu/CaltechAUTHORS:20190327-085859738

This list was generated on Mon Aug 3 00:15:34 2020 PDT.