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@inproceedings{DBLP:conf/clear2/LuttermannHB0G24,
author = {Malte Luttermann and
Mattis Hartwig and
Tanya Braun and
Ralf M{\"{o}}ller and
Marcel Gehrke},
editor = {Francesco Locatello and
Vanessa Didelez},
title = {Lifted Causal Inference in Relational Domains},
booktitle = {Causal Learning and Reasoning, 1-3 April 2024, Los Angeles, California,
{USA}},
series = {Proceedings of Machine Learning Research},
volume = {236},
pages = {827--842},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v236/luttermann24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/LuttermannHB0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10184,
author = {Malte Luttermann and
Mattis Hartwig and
Tanya Braun and
Ralf M{\"{o}}ller and
Marcel Gehrke},
title = {Lifted Causal Inference in Relational Domains},
journal = {CoRR},
volume = {abs/2403.10184},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10184},
doi = {10.48550/ARXIV.2403.10184},
eprinttype = {arXiv},
eprint = {2403.10184},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BremenK23,
author = {Timothy van Bremen and
Ondrej Kuzelka},
title = {Lifted inference with tree axioms},
journal = {Artif. Intell.},
volume = {324},
pages = {103997},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2023.103997},
doi = {10.1016/J.ARTINT.2023.103997},
timestamp = {Sat, 07 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/BremenK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/AzzoliniR23,
author = {Damiano Azzolini and
Fabrizio Riguzzi},
title = {Lifted inference for statistical statements in probabilistic answer
set programming},
journal = {Int. J. Approx. Reason.},
volume = {163},
pages = {109040},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.109040},
doi = {10.1016/J.IJAR.2023.109040},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/AzzoliniR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TothK23,
author = {Jan T{\'{o}}th and
Ondrej Kuzelka},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Lifted Inference with Linear Order Axiom},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {12295--12304},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26449},
doi = {10.1609/AAAI.V37I10.26449},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TothK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11738,
author = {Sagar Malhotra and
Davide Bizzaro and
Luciano Serafini},
title = {Lifted Inference beyond First-Order Logic},
journal = {CoRR},
volume = {abs/2308.11738},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11738},
doi = {10.48550/ARXIV.2308.11738},
eprinttype = {arXiv},
eprint = {2308.11738},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01164,
author = {Jan T{\'{o}}th and
Ondrej Kuzelka},
title = {Lifted Inference with Linear Order Axiom},
journal = {CoRR},
volume = {abs/2211.01164},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01164},
doi = {10.48550/ARXIV.2211.01164},
eprinttype = {arXiv},
eprint = {2211.01164},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/BarvinekB0ZK21,
author = {J{\'{a}}chym Barv{\'{\i}}nek and
Timothy van Bremen and
Yuyi Wang and
Filip Zelezn{\'{y}} and
Ondrej Kuzelka},
editor = {Nikos Katzouris and
Alexander Artikis},
title = {Automatic Conjecturing of P-Recursions Using Lifted Inference},
booktitle = {Inductive Logic Programming - 30th International Conference, {ILP}
2021, Virtual Event, October 25-27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13191},
pages = {17--25},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-97454-1\_2},
doi = {10.1007/978-3-030-97454-1\_2},
timestamp = {Tue, 16 Aug 2022 23:04:22 +0200},
biburl = {https://dblp.org/rec/conf/ilp/BarvinekB0ZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/BremenK21,
author = {Timothy van Bremen and
Ondrej Kuzelka},
editor = {Meghyn Bienvenu and
Gerhard Lakemeyer and
Esra Erdem},
title = {Lifted Inference with Tree Axioms},
booktitle = {Proceedings of the 18th International Conference on Principles of
Knowledge Representation and Reasoning, {KR} 2021, Online event, November
3-12, 2021},
pages = {599--608},
year = {2021},
url = {https://doi.org/10.24963/kr.2021/57},
doi = {10.24963/KR.2021/57},
timestamp = {Wed, 03 Nov 2021 12:46:57 +0100},
biburl = {https://dblp.org/rec/conf/kr/BremenK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Braun020,
author = {Tanya Braun and
Ralf M{\"{o}}ller},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Lifting Queries for Lifted Inference},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {2891--2892},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200439},
doi = {10.3233/FAIA200439},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Braun020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenYNR20,
author = {Yuqiao Chen and
Yibo Yang and
Sriraam Natarajan and
Nicholas Ruozzi},
editor = {Christian Bessiere},
title = {Lifted Hybrid Variational Inference},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4237--4244},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/585},
doi = {10.24963/IJCAI.2020/585},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenYNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02773,
author = {Yuqiao Chen and
Yibo Yang and
Sriraam Natarajan and
Nicholas Ruozzi},
title = {Lifted Hybrid Variational Inference},
journal = {CoRR},
volume = {abs/2001.02773},
year = {2020},
url = {http://arxiv.org/abs/2001.02773},
eprinttype = {arXiv},
eprint = {2001.02773},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03432,
author = {Ondrej Kuzelka},
title = {Lifted Inference in 2-Variable Markov Logic Networks with Function
and Cardinality Constraints Using Discrete Fourier Transform},
journal = {CoRR},
volume = {abs/2006.03432},
year = {2020},
url = {https://arxiv.org/abs/2006.03432},
eprinttype = {arXiv},
eprint = {2006.03432},
timestamp = {Tue, 09 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/IslamSV19,
author = {Mohammad Maminur Islam and
Somdeb Sarkhel and
Deepak Venugopal},
title = {On Lifted Inference Using Neural Embeddings},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7916--7923},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017916},
doi = {10.1609/AAAI.V33I01.33017916},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IslamSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenRN19,
author = {Yuqiao Chen and
Nicholas Ruozzi and
Sriraam Natarajan},
editor = {Sarit Kraus},
title = {Lifted Message Passing for Hybrid Probabilistic Inference},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5701--5707},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/790},
doi = {10.24963/IJCAI.2019/790},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenRN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HoltzenMB19,
author = {Steven Holtzen and
Todd D. Millstein and
Guy Van den Broeck},
editor = {Amir Globerson and
Ricardo Silva},
title = {Generating and Sampling Orbits for Lifted Probabilistic Inference},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {985--994},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/holtzen20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/HoltzenMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04672,
author = {Steven Holtzen and
Todd D. Millstein and
Guy Van den Broeck},
title = {Generating and Sampling Orbits for Lifted Probabilistic Inference},
journal = {CoRR},
volume = {abs/1903.04672},
year = {2019},
url = {http://arxiv.org/abs/1903.04672},
eprinttype = {arXiv},
eprint = {1903.04672},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChekolS18,
author = {Melisachew Wudage Chekol and
Heiner Stuckenschmidt},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Towards Partition-Aware Lifted Inference},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1823--1826},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269327},
doi = {10.1145/3269206.3269327},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChekolS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SharmaSMGS18,
author = {Vishal Sharma and
Noman Ahmed Sheikh and
Happy Mittal and
Vibhav Gogate and
Parag Singla},
editor = {Amir Globerson and
Ricardo Silva},
title = {Lifted Marginal {MAP} Inference},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {917--926},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/322.pdf},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SharmaSMGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00589,
author = {Vishal Sharma and
Noman Ahmed Sheikh and
Happy Mittal and
Vibhav Gogate and
Parag Singla},
title = {Lifted Marginal {MAP} Inference},
journal = {CoRR},
volume = {abs/1807.00589},
year = {2018},
url = {http://arxiv.org/abs/1807.00589},
eprinttype = {arXiv},
eprint = {1807.00589},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/RiguzziBZCL17,
author = {Fabrizio Riguzzi and
Elena Bellodi and
Riccardo Zese and
Giuseppe Cota and
Evelina Lamma},
title = {A survey of lifted inference approaches for probabilistic logic programming
under the distribution semantics},
journal = {Int. J. Approx. Reason.},
volume = {80},
pages = {313--333},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2016.10.002},
doi = {10.1016/J.IJAR.2016.10.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/RiguzziBZCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/GatterbauerS17,
author = {Wolfgang Gatterbauer and
Dan Suciu},
title = {Dissociation and propagation for approximate lifted inference with
standard relational database management systems},
journal = {{VLDB} J.},
volume = {26},
number = {1},
pages = {5--30},
year = {2017},
url = {https://doi.org/10.1007/s00778-016-0434-5},
doi = {10.1007/S00778-016-0434-5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/GatterbauerS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MladenovKK17,
author = {Martin Mladenov and
Leonard Kleinhans and
Kristian Kersting},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Lifted Inference for Convex Quadratic Programs},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2350--2356},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10841},
doi = {10.1609/AAAI.V31I1.10841},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MladenovKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HabeebAMS17,
author = {Haroun Habeeb and
Ankit Anand and
Mausam and
Parag Singla},
editor = {Carles Sierra},
title = {Coarse-to-Fine Lifted {MAP} Inference in Computer Vision},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4595--4602},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/641},
doi = {10.24963/IJCAI.2017/641},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HabeebAMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BrazO17,
author = {Rodrigo de Salvo Braz and
Ciaran O'Reilly},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Exact Inference for Relational Graphical Models with Interpreted Functions:
Lifted Probabilistic Inference Modulo Theories},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/242.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/BrazO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HabeebAMS17,
author = {Haroun Habeeb and
Ankit Anand and
Mausam and
Parag Singla},
title = {Coarse-to-Fine Lifted {MAP} Inference in Computer Vision},
journal = {CoRR},
volume = {abs/1707.07165},
year = {2017},
url = {http://arxiv.org/abs/1707.07165},
eprinttype = {arXiv},
eprint = {1707.07165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HabeebAMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KazemiKBP17,
author = {Seyed Mehran Kazemi and
Angelika Kimmig and
Guy Van den Broeck and
David Poole},
title = {Domain Recursion for Lifted Inference with Existential Quantifiers},
journal = {CoRR},
volume = {abs/1707.07763},
year = {2017},
url = {http://arxiv.org/abs/1707.07763},
eprinttype = {arXiv},
eprint = {1707.07763},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KazemiKBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhardonS17,
author = {Roni Khardon and
Scott Sanner},
title = {Stochastic Planning and Lifted Inference},
journal = {CoRR},
volume = {abs/1701.01048},
year = {2017},
url = {http://arxiv.org/abs/1701.01048},
eprinttype = {arXiv},
eprint = {1701.01048},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhardonS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01122,
author = {Rodrigo de Salvo Braz and
Ciaran O'Reilly},
title = {Exact Inference for Relational Graphical Models with Interpreted Functions:
Lifted Probabilistic Inference Modulo Theories},
journal = {CoRR},
volume = {abs/1709.01122},
year = {2017},
url = {http://arxiv.org/abs/1709.01122},
eprinttype = {arXiv},
eprint = {1709.01122},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dlog/Suciu16,
author = {Dan Suciu},
editor = {Maurizio Lenzerini and
Rafael Pe{\~{n}}aloza},
title = {Lifted Inference in Probabilistic Databases},
booktitle = {Proceedings of the 29th International Workshop on Description Logics,
Cape Town, South Africa, April 22-25, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1577},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1577/invited\_paper\_3.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:16 +0100},
biburl = {https://dblp.org/rec/conf/dlog/Suciu16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclp/NampallyR16,
author = {Arun Nampally and
C. R. Ramakrishnan},
editor = {Manuel Carro and
Andy King and
Neda Saeedloei and
Marina De Vos},
title = {Inference in Probabilistic Logic Programs Using Lifted Explanations},
booktitle = {Technical Communications of the 32nd International Conference on Logic
Programming, {ICLP} 2016 TCs, October 16-21, 2016, New York City,
{USA}},
series = {OASIcs},
volume = {52},
pages = {15:1--15:15},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2016},
url = {https://doi.org/10.4230/OASIcs.ICLP.2016.15},
doi = {10.4230/OASICS.ICLP.2016.15},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclp/NampallyR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/KazemiP16,
author = {Seyed Mehran Kazemi and
David Poole},
editor = {Chitta Baral and
James P. Delgrande and
Frank Wolter},
title = {Knowledge Compilation for Lifted Probabilistic Inference: Compiling
to a Low-Level Language},
booktitle = {Principles of Knowledge Representation and Reasoning: Proceedings
of the Fifteenth International Conference, {KR} 2016, Cape Town, South
Africa, April 25-29, 2016},
pages = {561--564},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/KR/KR16/paper/view/12861},
timestamp = {Tue, 09 Feb 2021 08:33:50 +0100},
biburl = {https://dblp.org/rec/conf/kr/KazemiP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DasWKKN16,
author = {Mayukh Das and
Yuqing Wu and
Tushar Khot and
Kristian Kersting and
Sriraam Natarajan},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {738--746},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.83},
doi = {10.1137/1.9781611974348.83},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DasWKKN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KazemiP16,
author = {Seyed Mehran Kazemi and
David Poole},
title = {Why is Compiling Lifted Inference into a Low-Level Language so Effective?},
journal = {CoRR},
volume = {abs/1606.04512},
year = {2016},
url = {http://arxiv.org/abs/1606.04512},
eprinttype = {arXiv},
eprint = {1606.04512},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KazemiP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NampallyR16,
author = {Arun Nampally and
C. R. Ramakrishnan},
title = {Inference in Probabilistic Logic Programs using Lifted Explanations},
journal = {CoRR},
volume = {abs/1608.05763},
year = {2016},
url = {http://arxiv.org/abs/1608.05763},
eprinttype = {arXiv},
eprint = {1608.05763},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NampallyR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GatterbauerS15,
author = {Wolfgang Gatterbauer and
Dan Suciu},
title = {Approximate Lifted Inference with Probabilistic Databases},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {5},
pages = {629--640},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p629-gatterbauer.pdf},
doi = {10.14778/2735479.2735494},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GatterbauerS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tplp/Jaeger15,
author = {Manfred Jaeger},
title = {Lower complexity bounds for lifted inference},
journal = {Theory Pract. Log. Program.},
volume = {15},
number = {2},
pages = {246--263},
year = {2015},
url = {https://doi.org/10.1017/S1471068413000707},
doi = {10.1017/S1471068413000707},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tplp/Jaeger15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BroeckN15,
author = {Guy Van den Broeck and
Mathias Niepert},
editor = {Blai Bonet and
Sven Koenig},
title = {Lifted Probabilistic Inference for Asymmetric Graphical Models},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3599--3605},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9678},
doi = {10.1609/AAAI.V29I1.9678},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BroeckN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Broeck15,
author = {Guy Van den Broeck},
title = {Towards High-Level Probabilistic Reasoning with Lifted Inference},
booktitle = {2015 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 22-25, 2015},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS15/paper/view/10243},
timestamp = {Wed, 14 Nov 2018 14:01:49 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/Broeck15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/BeierlePBF15,
author = {Christoph Beierle and
Nico Potyka and
Josef Baudisch and
Marc Finthammer},
editor = {S{\'{e}}bastien Destercke and
Thierry Denoeux},
title = {Towards Lifted Inference Under Maximum Entropy for Probabilistic Relational
{FO-PCL} Knowledge Bases},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 13th European Conference, {ECSQARU} 2015, Compi{\`{e}}gne, France,
July 15-17, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9161},
pages = {506--516},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20807-7\_46},
doi = {10.1007/978-3-319-20807-7\_46},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/BeierlePBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KoppSK15,
author = {Timothy Kopp and
Parag Singla and
Henry A. Kautz},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Lifted Symmetry Detection and Breaking for {MAP} Inference},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1315--1323},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/71ad16ad2c4d81f348082ff6c4b20768-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KoppSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MittalMGS15,
author = {Happy Mittal and
Anuj Mahajan and
Vibhav Gogate and
Parag Singla},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Lifted Inference Rules With Constraints},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3519--3527},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/2d00f43f07911355d4151f13925ff292-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MittalMGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SarkhelSG15,
author = {Somdeb Sarkhel and
Parag Singla and
Vibhav Gogate},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Fast Lifted {MAP} Inference via Partitioning},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3240--3248},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/645098b086d2f9e1e0e939c27f9f2d6f-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SarkhelSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SmithG15,
author = {David B. Smith and
Vibhav Gogate},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Bounding the Cost of Search-Based Lifted Inference},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {946--954},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/dc82d632c9fcecb0778afbc7924494a6-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SmithG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Pu14,
author = {Wen Pu},
title = {Lifted probabilistic relational inference for uncertain networks},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2014},
url = {https://hdl.handle.net/2142/49470},
timestamp = {Fri, 13 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Pu14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/GribkoffSB14,
author = {Eric Gribkoff and
Dan Suciu and
Guy Van den Broeck},
title = {Lifted Probabilistic Inference: {A} Guide for the Database Researcher},
journal = {{IEEE} Data Eng. Bull.},
volume = {37},
number = {3},
pages = {6--17},
year = {2014},
url = {http://sites.computer.org/debull/A14sept/p6.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/GribkoffSB14.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 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GribkoffBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KazemiP14,
author = {Seyed Mehran Kazemi and
David Poole},
editor = {Carla E. Brodley and
Peter Stone},
title = {Elimination Ordering in Lifted First-Order Probabilistic Inference},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {863--870},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8847},
doi = {10.1609/AAAI.V28I1.8847},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KazemiP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SarkhelVSG14,
author = {Somdeb Sarkhel and
Deepak Venugopal and
Parag Singla and
Vibhav Gogate},
title = {Lifted {MAP} Inference for Markov Logic Networks},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {859--867},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/sarkhel14.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SarkhelVSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/TakiyamaC14,
author = {Felipe Iwao Takiyama and
F{\'{a}}bio Gagliardi Cozman},
title = {Inference with Aggregation Parfactors: Lifted Elimination with First-Order
d-Separation},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {384--389},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.75},
doi = {10.1109/BRACIS.2014.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/TakiyamaC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MittalGGS14,
author = {Happy Mittal and
Prasoon Goyal and
Vibhav Gogate and
Parag Singla},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {New Rules for Domain Independent Lifted {MAP} Inference},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {649--657},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/941e1aaaba585b952b62c14a3a175a61-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MittalGGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SarkhelVSG14,
author = {Somdeb Sarkhel and
Deepak Venugopal and
Parag Singla and
Vibhav Gogate},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {An Integer Polynomial Programming Based Framework for Lifted {MAP}
Inference},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3302--3310},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/26751be1181460baf78db8d5eb7aad39-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SarkhelVSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BuiHS14,
author = {Hung Hai Bui and
Tuyen N. Huynh and
David A. Sontag},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Lifted Tree-Reweighted Variational Inference},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {92--101},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2444\&proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/BuiHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GribkoffBS14,
author = {Eric Gribkoff and
Guy Van den Broeck and
Dan Suciu},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Understanding the Complexity of Lifted Inference and Asymmetric Weighted
Model Counting},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {280--289},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2463\&proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GribkoffBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BroeckN14,
author = {Guy Van den Broeck and
Mathias Niepert},
title = {Lifted Probabilistic Inference for Asymmetric Graphical Models},
journal = {CoRR},
volume = {abs/1412.0315},
year = {2014},
url = {http://arxiv.org/abs/1412.0315},
eprinttype = {arXiv},
eprint = {1412.0315},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BroeckN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BuiHS14,
author = {Hung Hai Bui and
Tuyen N. Huynh and
David A. Sontag},
title = {Lifted Tree-Reweighted Variational Inference},
journal = {CoRR},
volume = {abs/1406.4200},
year = {2014},
url = {http://arxiv.org/abs/1406.4200},
eprinttype = {arXiv},
eprint = {1406.4200},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BuiHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GatterbauerS14a,
author = {Wolfgang Gatterbauer and
Dan Suciu},
title = {Approximate Lifted Inference with Probabilistic Databases},
journal = {CoRR},
volume = {abs/1412.1069},
year = {2014},
url = {http://arxiv.org/abs/1412.1069},
eprinttype = {arXiv},
eprint = {1412.1069},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GatterbauerS14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GribkoffBS14,
author = {Eric Gribkoff and
Guy Van den Broeck and
Dan Suciu},
title = {Understanding the Complexity of Lifted Inference and Asymmetric Weighted
Model Counting},
journal = {CoRR},
volume = {abs/1405.3250},
year = {2014},
url = {http://arxiv.org/abs/1405.3250},
eprinttype = {arXiv},
eprint = {1405.3250},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GribkoffBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/VandenBroeck13,
author = {Guy Van den Broeck},
title = {Lifted Inference and Learning in Statistical Relational Models (Eerste-orde
inferentie en leren in statistische relationele modellen)},
school = {Katholieke Universiteit Leuven, Belgium},
year = {2013},
url = {https://lirias.kuleuven.be/handle/123456789/373041},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/VandenBroeck13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Broeck13,
author = {Guy Van den Broeck},
title = {On the Complexity and Approximation of Binary Evidence in Lifted Inference},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013
{AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-16}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7176},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Broeck13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MladenovK13,
author = {Martin Mladenov and
Kristian Kersting},
title = {Lifted Inference via k-Locality},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013
{AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-16}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7076},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MladenovK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PuCA13,
author = {Wen Pu and
Jaesik Choi and
Eyal Amir},
title = {Lifted Inference on Transitive Relations},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013
{AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-16}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7172},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PuCA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BroeckD13,
author = {Guy Van den Broeck and
Adnan Darwiche},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {On the Complexity and Approximation of Binary Evidence in Lifted Inference},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2868--2876},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/7940ab47468396569a906f75ff3f20ef-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BroeckD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BuiHR13,
author = {Hung Bui and
Tuyen N. Huynh and
Sebastian Riedel},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Automorphism Groups of Graphical Models and Lifted Variational Inference},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2374\&proceeding\_id=29},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BuiHR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BroeckD13,
author = {Guy Van den Broeck and
Adnan Darwiche},
title = {On the Complexity and Approximation of Binary Evidence in Lifted Inference},
journal = {CoRR},
volume = {abs/1311.6591},
year = {2013},
url = {http://arxiv.org/abs/1311.6591},
eprinttype = {arXiv},
eprint = {1311.6591},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BroeckD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BuiHR13,
author = {Hung Bui and
Tuyen N. Huynh and
Sebastian Riedel},
title = {Automorphism Groups of Graphical Models and Lifted Variational Inference},
journal = {CoRR},
volume = {abs/1309.6822},
year = {2013},
url = {http://arxiv.org/abs/1309.6822},
eprinttype = {arXiv},
eprint = {1309.6822},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BuiHR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Choi12b,
author = {Jaesik Choi},
title = {Lifted Inference for Relational Hybrid Models},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2012},
url = {https://hdl.handle.net/2142/32004},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Choi12b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BroeckD12,
author = {Guy Van den Broeck and
Jesse Davis},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic
Inference},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1961--1967},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8404},
doi = {10.1609/AAAI.V26I1.8404},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BroeckD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BuiHB12,
author = {Hung Hai Bui and
Tuyen N. Huynh and
Rodrigo de Salvo Braz},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Exact Lifted Inference with Distinct Soft Evidence on Every Object},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1875--1881},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8402},
doi = {10.1609/AAAI.V26I1.8402},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BuiHB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Kersting12,
author = {Kristian Kersting},
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {Lifted Probabilistic Inference},
booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
pages = {33--38},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-098-7-33},
doi = {10.3233/978-1-61499-098-7-33},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Kersting12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/foiks/KramerB12,
author = {Annika Kr{\"{a}}mer and
Christoph Beierle},
editor = {Thomas Lukasiewicz and
Attila Sali},
title = {On Lifted Inference for a Relational Probabilistic Conditional Logic
with Maximum Entropy Semantics},
booktitle = {Foundations of Information and Knowledge Systems - 7th International
Symposium, FoIKS 2012, Kiel, Germany, March 5-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7153},
pages = {224--243},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28472-4\_13},
doi = {10.1007/978-3-642-28472-4\_13},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/foiks/KramerB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/BrazSBO12,
author = {Rodrigo de Salvo Braz and
Shahin Saadati and
Hung Bui and
Ciaran O'Reilly},
editor = {Henry A. Kautz and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {Lifted Arbitrary Constraint Solving for Lifted Probabilistic Inference},
booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2012},
url = {https://starai.cs.kuleuven.be/2012/accepted/braz.pdf},
timestamp = {Thu, 10 Nov 2022 14:49:26 +0100},
biburl = {https://dblp.org/rec/conf/starai/BrazSBO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/BuiHR12,
author = {Hung Hai Bui and
Tuyen N. Huynh and
Sebastian Riedel},
editor = {Henry A. Kautz and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {Automorphism Groups of Graphical Models and Lifted Variational Inference},
booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2012},
url = {https://starai.cs.kuleuven.be/2012/accepted/bui.pdf},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/starai/BuiHR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/FierensK12,
author = {Daan Fierens and
Kristian Kersting},
editor = {Henry A. Kautz and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {From Lifted Inference to Lifted Models},
booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2012},
url = {https://starai.cs.kuleuven.be/2012/accepted/fierens.pdf},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/starai/FierensK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/Niepert12,
author = {Mathias Niepert},
editor = {Henry A. Kautz and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {Lifted Probabilistic Inference: An {MCMC} Perspective},
booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2012},
url = {https://starai.cs.kuleuven.be/2012/accepted/niepert.pdf},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/starai/Niepert12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BroeckCD12,
author = {Guy Van den Broeck and
Arthur Choi and
Adnan Darwiche},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Lifted Relax, Compensate and then Recover: From Approximate to Exact
Lifted Probabilistic Inference},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {131--141},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2349\&proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/BroeckCD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChoiA12,
author = {Jaesik Choi and
Eyal Amir},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Lifted Relational Variational Inference},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {196--206},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2282\&proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChoiA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3698,
author = {Udi Apsel and
Ronen I. Brafman},
title = {Extended Lifted Inference with Joint Formulas},
journal = {CoRR},
volume = {abs/1202.3698},
year = {2012},
url = {http://arxiv.org/abs/1202.3698},
eprinttype = {arXiv},
eprint = {1202.3698},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3473,
author = {Jaesik Choi and
Eyal Amir and
David J. Hill},
title = {Lifted Inference for Relational Continuous Models},
journal = {CoRR},
volume = {abs/1203.3473},
year = {2012},
url = {http://arxiv.org/abs/1203.3473},
eprinttype = {arXiv},
eprint = {1203.3473},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-3255,
author = {Manfred Jaeger},
title = {Lower Complexity Bounds for Lifted Inference},
journal = {CoRR},
volume = {abs/1204.3255},
year = {2012},
url = {http://arxiv.org/abs/1204.3255},
eprinttype = {arXiv},
eprint = {1204.3255},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-3255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2616,
author = {Prithviraj Sen and
Amol Deshpande and
Lise Getoor},
title = {Bisimulation-based Approximate Lifted Inference},
journal = {CoRR},
volume = {abs/1205.2616},
year = {2012},
url = {http://arxiv.org/abs/1205.2616},
eprinttype = {arXiv},
eprint = {1205.2616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2635,
author = {Jacek Kisynski and
David Poole},
title = {Constraint Processing in Lifted Probabilistic Inference},
journal = {CoRR},
volume = {abs/1205.2635},
year = {2012},
url = {http://arxiv.org/abs/1205.2635},
eprinttype = {arXiv},
eprint = {1205.2635},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4814,
author = {Hung Hai Bui and
Tuyen N. Huynh and
Sebastian Riedel},
title = {Automorphism Groups of Graphical Models and Lifted Variational Inference},
journal = {CoRR},
volume = {abs/1207.4814},
year = {2012},
url = {http://arxiv.org/abs/1207.4814},
eprinttype = {arXiv},
eprint = {1207.4814},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4840,
author = {Guy Van den Broeck and
Arthur Choi and
Adnan Darwiche},
title = {Lifted Relax, Compensate and then Recover: From Approximate to Exact
Lifted Probabilistic Inference},
journal = {CoRR},
volume = {abs/1210.4840},
year = {2012},
url = {http://arxiv.org/abs/1210.4840},
eprinttype = {arXiv},
eprint = {1210.4840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4867,
author = {Jaesik Choi and
Eyal Amir},
title = {Lifted Relational Variational Inference},
journal = {CoRR},
volume = {abs/1210.4867},
year = {2012},
url = {http://arxiv.org/abs/1210.4867},
eprinttype = {arXiv},
eprint = {1210.4867},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChoiBB11,
author = {Jaesik Choi and
Rodrigo de Salvo Braz and
Hung Hai Bui},
editor = {Wolfram Burgard and
Dan Roth},
title = {Efficient Methods for Lifted Inference with Aggregate Factors},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1030--1036},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.8025},
doi = {10.1609/AAAI.V25I1.8025},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChoiBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BroeckTMDR11,
author = {Guy Van den Broeck and
Nima Taghipour and
Wannes Meert and
Jesse Davis and
Luc De Raedt},
editor = {Toby Walsh},
title = {Lifted Probabilistic Inference by First-Order Knowledge Compilation},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2178--2185},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-363},
doi = {10.5591/978-1-57735-516-8/IJCAI11-363},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BroeckTMDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Broeck11,
author = {Guy Van den Broeck},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {On the Completeness of First-Order Knowledge Compilation for Lifted
Probabilistic Inference},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1386--1394},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/846c260d715e5b854ffad5f70a516c88-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Broeck11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ApselB11,
author = {Udi Apsel and
Ronen I. Brafman},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Extended Lifted Inference with Joint Formulas},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {11--18},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2170\&proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/ApselB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-4035,
author = {David Poole and
Fahiem Bacchus and
Jacek Kisynski},
title = {Towards Completely Lifted Search-based Probabilistic Inference},
journal = {CoRR},
volume = {abs/1107.4035},
year = {2011},
url = {http://arxiv.org/abs/1107.4035},
eprinttype = {arXiv},
eprint = {1107.4035},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-4035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChoiHA10,
author = {Jaesik Choi and
David J. Hill and
Eyal Amir},
title = {Lifted Inference for Relational Continuous Models},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010
{AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2038},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChoiHA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GogateD10,
author = {Vibhav Gogate and
Pedro M. Domingos},
title = {Exploiting Logical Structure in Lifted Probabilistic Inference},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010
{AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2049},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GogateD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Khardon10,
author = {Roni Khardon},
title = {Stochastic Planning and Lifted Inference},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010
{AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/1976},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Khardon10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KiddonD10,
author = {Chlo{\'{e}} Kiddon and
Pedro M. Domingos},
title = {Leveraging Ontologies for Lifted Probabilistic Inference and Learning},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010
{AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010},
series = {{AAAI} Technical Report},
volume = {{WS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2039},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KiddonD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JhaGMS10,
author = {Abhay Kumar Jha and
Vibhav Gogate and
Alexandra Meliou and
Dan Suciu},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Lifted Inference Seen from the Other Side : The Tractable Features},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {973--981},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/33e8075e9970de0cfea955afd4644bb2-Abstract.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JhaGMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChoiAH10,
author = {Jaesik Choi and
Eyal Amir and
David J. Hill},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Lifted Inference for Relational Continuous Models},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {126--134},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2094\&proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChoiAH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KisynskiP09,
author = {Jacek Kisynski and
David Poole},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Constraint Processing in Lifted Probabilistic Inference},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {293--302},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0005\_34e217928acebc00c74a195aad988601.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/KisynskiP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SenDG09,
author = {Prithviraj Sen and
Amol Deshpande and
Lise Getoor},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Bisimulation-based Approximate Lifted Inference},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {496--505},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0110\_40ea382abb850513b9d92e298bbe9190.pdf},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SenDG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MilchZKHK08,
author = {Brian Milch and
Luke S. Zettlemoyer and
Kristian Kersting and
Michael Haimes and
Leslie Pack Kaelbling},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Lifted Probabilistic Inference with Counting Formulas},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1062--1068},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-168.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MilchZKHK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Braz07,
author = {Rodrigo de Salvo Braz},
title = {Lifted First-Order Probabilistic Inference},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2007},
url = {https://hdl.handle.net/2142/81772},
timestamp = {Sat, 29 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Braz07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BrazAR05,
author = {Rodrigo de Salvo Braz and
Eyal Amir and
Dan Roth},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Lifted First-Order Probabilistic Inference},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1319--1325},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1548.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BrazAR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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