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@incollection{DBLP:books/acm/22/0001W22a,
author = {David Poole and
Frank Wood},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Probabilistic Programming Languages: Independent Choices and Deterministic
Systems},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {691--712},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501753},
doi = {10.1145/3501714.3501753},
timestamp = {Thu, 21 Sep 2023 16:25:10 +0200},
biburl = {https://dblp.org/rec/books/acm/22/0001W22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/BalkeP22,
author = {Alexander Balke and
Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Probabilistic Evaluation of Counterfactual Queries},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {237--254},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501733},
doi = {10.1145/3501714.3501733},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/BalkeP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Bareinboim0P22,
author = {Elias Bareinboim and
Jin Tian and
Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Recovering from Selection Bias in Causal and Statistical Inference},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {433--450},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501740},
doi = {10.1145/3501714.3501740},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Bareinboim0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/BareinboimCII22,
author = {Elias Bareinboim and
Juan D. Correa and
Duligur Ibeling and
Thomas Icard},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {On Pearl's Hierarchy and the Foundations of Causal Inference},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {507--556},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501743},
doi = {10.1145/3501714.3501743},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/BareinboimCII22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Dawid22,
author = {A. Philip Dawid},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {The Tale Wags the {DAG}},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {557--574},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501744},
doi = {10.1145/3501714.3501744},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Dawid22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/ElwertS22,
author = {Felix Elwert and
Elan Segarra},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Instrumental Variables with Treatment-induced Selection: Exact Bias
Results},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {575--592},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501745},
doi = {10.1145/3501714.3501745},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/ElwertS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Gopnik22,
author = {Alison Gopnik},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Models and Cognitive Development},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {593--604},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501746},
doi = {10.1145/3501714.3501746},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Gopnik22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Greenland22,
author = {Sander Greenland},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {The Causal Foundations of Applied Probability and Statistics},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {605--624},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501747},
doi = {10.1145/3501714.3501747},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Greenland22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Hitchcock22,
author = {Christopher Hitchcock},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Pearl on Actual Causation},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {625--646},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501748},
doi = {10.1145/3501714.3501748},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Hitchcock22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Imai22,
author = {Kosuke Imai},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Diagram and Social Science Research},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {647--654},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501749},
doi = {10.1145/3501714.3501749},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Imai22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Mohan22,
author = {Karthika Mohan},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Graphs for Missing Data: {A} Gentle Introduction},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {655--666},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501750},
doi = {10.1145/3501714.3501750},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Mohan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/MohanP22,
author = {Karthika Mohan and
Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Graphical Models for Recovering Probabilistic and Causal Queries from
Missing Data},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {413--432},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501739},
doi = {10.1145/3501714.3501739},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/MohanP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Paz22,
author = {Azaria Paz},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {A Note of Appreciation},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {667--670},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501751},
doi = {10.1145/3501714.3501751},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Paz22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Turing Award Lecture},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {11--28},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501718},
doi = {10.1145/3501714.3501718},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22a,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Heuristics - Introduction},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {57--60},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501722},
doi = {10.1145/3501714.3501722},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22b,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Asymptotic Properties of Minimax Trees and Game-Searching Procedures},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {61--90},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501723},
doi = {10.1145/3501714.3501723},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22c,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm
and its Optimality},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {91--102},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501724},
doi = {10.1145/3501714.3501724},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22d,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {On the Discovery and Generation of Certain Heuristics},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {103--122},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501725},
doi = {10.1145/3501714.3501725},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22e,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Probabilities - Introduction},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {123--128},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501726},
doi = {10.1145/3501714.3501726},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22f,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Reverend Bayes on Inference Engines: {A} Distributed Hierarchical
Approach},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {129--138},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501727},
doi = {10.1145/3501714.3501727},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22g,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Fusion, Propagation, and Structuring in Belief Networks},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {139--188},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501728},
doi = {10.1145/3501714.3501728},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22h,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {System \emph{Z}: {A} Natural Ordering of Defaults with Tractable Applications
to Nonmonotonic Reasoning},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {201--214},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501730},
doi = {10.1145/3501714.3501730},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22i,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causality 1988-2001 - Introduction},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {215--220},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501731},
doi = {10.1145/3501714.3501731},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22j,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Diagrams for Empirical Research (With Discussions)},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {255--316},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501734},
doi = {10.1145/3501714.3501734},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22k,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Probabilities of Causation: Three Counterfactual Interpretations and
Their Identification},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {317--372},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501735},
doi = {10.1145/3501714.3501735},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22k.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22l,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Direct and Indirect Effects},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {373--392},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501736},
doi = {10.1145/3501714.3501736},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22l.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22m,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causality 2002-2020 - Introduction},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {393--398},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501737},
doi = {10.1145/3501714.3501737},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22m.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22n,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Comment: Understanding Simpson's Paradox},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {399--412},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501738},
doi = {10.1145/3501714.3501738},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22n.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Pearl22o,
author = {Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Detecting Latent Heterogeneity},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {483--506},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501742},
doi = {10.1145/3501714.3501742},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Pearl22o.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/PearlB22,
author = {Judea Pearl and
Elias Bareinboim},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {External Validity: From \emph{Do}-Calculus to Transportability Across
Populations},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {451--482},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501741},
doi = {10.1145/3501714.3501741},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/PearlB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/PearlP22,
author = {Judea Pearl and
Azaria Paz},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {{GRAPHOIDS:} Graph-Based Logic for Reasoning about Relevance Relations
\emph{Or}When Would \emph{x} Tell You More about \emph{y} If You Already
Know \emph{z}?},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {189--200},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501729},
doi = {10.1145/3501714.3501729},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/PearlP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/PetersBP22,
author = {Jonas Peters and
Stefan Bauer and
Niklas Pfister},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Models for Dynamical Systems},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {671--690},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501752},
doi = {10.1145/3501714.3501752},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/PetersBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/RobinsRS22,
author = {James M. Robins and
Thomas S. Richardson and
Ilya Shpitser},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {An Interventionist Approach to Mediation Analysis},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {713--764},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501754},
doi = {10.1145/3501714.3501754},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/RobinsRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Russell22,
author = {Stuart J. Russell},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Biography of Judea Pearl},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {1--10},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501717},
doi = {10.1145/3501714.3501717},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Russell22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Scholkopf22,
author = {Bernhard Sch{\"{o}}lkopf},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causality for Machine Learning},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {765--804},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501755},
doi = {10.1145/3501714.3501755},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Scholkopf22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/ShachterH22,
author = {Ross D. Shachter and
David Heckerman},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Why Did They Do That?},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {805--812},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501756},
doi = {10.1145/3501714.3501756},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/ShachterH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/ShpitserRR22,
author = {Ilya Shpitser and
Thomas S. Richardson and
James M. Robins},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Multivariate Counterfactual Systems and Causal Graphical Models},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {813--852},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501757},
doi = {10.1145/3501714.3501757},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/ShpitserRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Sloman22,
author = {Steven A. Sloman},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Bayes Nets as Psychological Theory},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {853--866},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501758},
doi = {10.1145/3501714.3501758},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Sloman22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/Spohn22,
author = {Wolfgang Spohn},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causation: Objective or Subjective?},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {867--888},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501759},
doi = {10.1145/3501714.3501759},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/Spohn22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/VermaP22,
author = {Thomas Verma and
Judea Pearl},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Equivalence and Synthesis of Causal Models},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {221--236},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501732},
doi = {10.1145/3501714.3501732},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/VermaP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/X22i,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Preface},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501715},
doi = {10.1145/3501714.3501715},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/X22i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/X22j,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Credits},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501716},
doi = {10.1145/3501714.3501716},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/X22j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/X22k,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Interview by Martin Ford},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {29--42},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501719},
doi = {10.1145/3501714.3501719},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/X22k.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/X22l,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {An Interview with Ron Wassertein on How \emph{The Book of Why} Transforms
Statistics},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {43--48},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501720},
doi = {10.1145/3501714.3501720},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/X22l.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/X22m,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Selected Annotated Bibliography by Judea Pearl},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {49--56},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501721},
doi = {10.1145/3501714.3501721},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/X22m.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/X22n,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Editor's Biographies/Index},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {889--893},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501760},
doi = {10.1145/3501714.3501760},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/X22n.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/acm/22/GDH2022,
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714},
doi = {10.1145/3501714},
isbn = {978-1-4503-9586-1},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/acm/22/GDH2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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