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@inproceedings{DBLP:conf/aaai/ApselKM14a,
author = {Udi Apsel and
Kristian Kersting and
Martin Mladenov},
title = {Lifting Relational MAP-LPs using Cluster Signatures},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8823},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ApselKM14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BeltagyM14,
author = {Islam Beltagy and
Raymond J. Mooney},
title = {Efficient Markov Logic Inference for Natural Language Semantics},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8734},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BeltagyM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BroeckKNP14,
author = {Guy Van den Broeck and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {Preface},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8903},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BroeckKNP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CeylanP14,
author = {{\.I}smail {\.I}lkan Ceylan and
Rafael Pe{\~{n}}aloza},
title = {Reasoning in the Description Logic {BEL} Using Bayesian Networks},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8765},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CeylanP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChoiAXV14,
author = {Jaesik Choi and
Eyal Amir and
Tianfang Xu and
Albert J. Valocchi},
title = {Parameter Estimation for Relational Kalman Filtering},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8818},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChoiAXV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DirksCBP14,
author = {Matthew C. Dirks and
Andrew Csinger and
Andrew Bamber and
David Poole},
title = {Representation, Reasoning, and Learning for a Relational Influence
Diagram Applied to a Real-Time Geological Domain},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8836},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DirksCBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FarnadiBMGC14,
author = {Golnoosh Farnadi and
Stephen H. Bach and
Marie{-}Francine Moens and
Lise Getoor and
Martine De Cock},
title = {Extending {PSL} with Fuzzy Quantifiers},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8713},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FarnadiBMGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GribkoffBS14,
author = {Eric Gribkoff and
Guy Van den Broeck and
Dan Suciu},
title = {Understanding the Complexity of Lifted Inference and Asymmetric Weighted
Model Counting},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8782},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GribkoffBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KazemiBKNP14,
author = {Seyed Mehran Kazemi and
David Buchman and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {Relational Logistic Regression: The Directed Analog of Markov Logic
Networks},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8849},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KazemiBKNP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KhotNS14a,
author = {Tushar Khot and
Sriraam Natarajan and
Jude W. Shavlik},
title = {Classification from One Class of Examples for Relational Domains},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8727},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KhotNS14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Lee0D14,
author = {Junkyu Lee and
Radu Marinescu and
Rina Dechter},
title = {Applying Marginal {MAP} Search to Probabilistic Conformant Planning:
Initial Results},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8855},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Lee0D14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LowdLR14,
author = {Daniel Lowd and
Brenton Lessley and
Mino De Raj},
title = {Towards Adversarial Reasoning in Statistical Relational Domains},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8861},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LowdLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Natarajan14,
author = {Sriraam Natarajan},
title = {Organizers},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8902},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Natarajan14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NathD14,
author = {Aniruddh Nath and
Pedro M. Domingos},
title = {Automated Debugging with Tractable Probabilistic Programming},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8796},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NathD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NathD14a,
author = {Aniruddh Nath and
Pedro M. Domingos},
title = {Learning Tractable Statistical Relational Models},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8793},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NathD14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NiepertD14,
author = {Mathias Niepert and
Pedro M. Domingos},
title = {Tractable Probabilistic Knowledge Bases: Wikipedia and Beyond},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8722},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NiepertD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NishinoYN14,
author = {Masaaki Nishino and
Akihiro Yamamoto and
Masaaki Nagata},
title = {A Sparse Parameter Learning Method for Probabilistic Logic Programs},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8759},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NishinoYN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PoyrekarNK14,
author = {Shrutika Poyrekar and
Sriraam Natarajan and
Kristian Kersting},
title = {A Deeper Empirical Analysis of {CBP} Algorithm: Grounding Is the Bottleneck},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8776},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PoyrekarNK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RenkensKBR14a,
author = {Joris Renkens and
Angelika Kimmig and
Guy Van den Broeck and
Luc De Raedt},
title = {Explanation-Based Approximate Weighted Model Counting for Probabilistic
Logics},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8803},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RenkensKBR14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RiahiSL14,
author = {Fatemeh Riahi and
Oliver Schulte and
Qing Li},
title = {A Proposal for Statistical Outlier Detection in Relational Structures},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8780},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RiahiSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RiedelSSRVN14,
author = {Sebastian Riedel and
Sameer Singh and
Vivek Srikumar and
Tim Rockt{\"{a}}schel and
Larysa Visengeriyeva and
Jan Noessner},
title = {{WOLFE:} Strength Reduction and Approximate Programming for Probabilistic
Programming},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8860},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RiedelSSRVN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RuttenbergWP14,
author = {Brian E. Ruttenberg and
Matthew P. Wilkins and
Avi Pfeffer},
title = {Hierarchical Reasoning with Probabilistic Programming},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8705},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RuttenbergWP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunWWH14,
author = {Zhengya Sun and
Zhuoyu Wei and
Jue Wang and
Hongwei Hao},
title = {Scalable Learning for Structure in Markov Logic Networks},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8712},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunWWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VenugopalG14,
author = {Deepak Venugopal and
Vibhav Gogate},
title = {Evidence-Based Clustering for Scalable Inference in Markov Logic},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8832},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VenugopalG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VermanSB14,
author = {Mihaela Verman and
Philip Stutz and
Abraham Bernstein},
title = {Solving Distributed Constraint Optimization Problems Using Ranks},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8778},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VermanSB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VlasselaerMBR14,
author = {Jonas Vlasselaer and
Wannes Meert and
Guy Van den Broeck and
Luc De Raedt},
title = {Efficient Probabilistic Inference for Dynamic Relational Models},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8817},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VlasselaerMBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangMC14,
author = {William Yang Wang and
Kathryn Mazaitis and
William W. Cohen},
title = {ProPPR: Efficient First-Order Probabilistic Logic Programming for
Structure Discovery, Parameter Learning, and Scalable Inference},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8768},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangMC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2014stat,
title = {Statistical Relational Artificial Intelligence, Papers from the 2014
{AAAI} Workshop, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada,
July 27, 2014},
series = {{AAAI} Technical Report},
volume = {{WS-14-13}},
publisher = {{AAAI}},
year = {2014},
url = {http://www.aaai.org/Library/Workshops/ws14-13.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2014stat.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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