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@inproceedings{DBLP:conf/aaai/LeJS24,
  author       = {Hai S. Le and
                  Brendan Juba and
                  Roni Stern},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Learning Safe Action Models with Partial Observability},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {20159--20167},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i18.29995},
  doi          = {10.1609/AAAI.V38I18.29995},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LeJS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShawJM24,
  author       = {Arijit Shaw and
                  Brendan Juba and
                  Kuldeep S. Meel},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {An Approximate Skolem Function Counter},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {8108--8116},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i8.28650},
  doi          = {10.1609/AAAI.V38I8.28650},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ShawJM24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/forc/0001HJ24,
  author       = {Daniel Hsu and
                  Jizhou Huang and
                  Brendan Juba},
  editor       = {Guy N. Rothblum},
  title        = {Distribution-Specific Auditing for Subgroup Fairness},
  booktitle    = {5th Symposium on Foundations of Responsible Computing, {FORC} 2024,
                  June 12-14, 2024, Harvard University, Cambridge, MA, {USA}},
  series       = {LIPIcs},
  volume       = {295},
  pages        = {5:1--5:20},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2024},
  url          = {https://doi.org/10.4230/LIPIcs.FORC.2024.5},
  doi          = {10.4230/LIPICS.FORC.2024.5},
  timestamp    = {Mon, 10 Jun 2024 14:25:24 +0200},
  biburl       = {https://dblp.org/rec/conf/forc/0001HJ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaps/MordochSSJ24,
  author       = {Argaman Mordoch and
                  Enrico Scala and
                  Roni Stern and
                  Brendan Juba},
  editor       = {Sara Bernardini and
                  Christian Muise},
  title        = {Safe Learning of {PDDL} Domains with Conditional Effects},
  booktitle    = {Proceedings of the Thirty-Fourth International Conference on Automated
                  Planning and Scheduling, {ICAPS} 2024, Banff, Alberta, Canada, June
                  1-6, 2024},
  pages        = {387--395},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/icaps.v34i1.31498},
  doi          = {10.1609/ICAPS.V34I1.31498},
  timestamp    = {Mon, 03 Jun 2024 16:36:27 +0200},
  biburl       = {https://dblp.org/rec/conf/icaps/MordochSSJ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16439,
  author       = {Daniel Hsu and
                  Jizhou Huang and
                  Brendan Juba},
  title        = {Polynomial time auditing of statistical subgroup fairness for Gaussian
                  data},
  journal      = {CoRR},
  volume       = {abs/2401.16439},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.16439},
  doi          = {10.48550/ARXIV.2401.16439},
  eprinttype    = {arXiv},
  eprint       = {2401.16439},
  timestamp    = {Fri, 08 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-16439.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15251,
  author       = {Argaman Mordoch and
                  Enrico Scala and
                  Roni Stern and
                  Brendan Juba},
  title        = {Safe Learning of {PDDL} Domains with Conditional Effects - Extended
                  Version},
  journal      = {CoRR},
  volume       = {abs/2403.15251},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.15251},
  doi          = {10.48550/ARXIV.2403.15251},
  eprinttype    = {arXiv},
  eprint       = {2403.15251},
  timestamp    = {Tue, 09 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-15251.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02612,
  author       = {Luise Ge and
                  Brendan Juba and
                  Yevgeniy Vorobeychik},
  title        = {Learning Linear Utility Functions From Pairwise Comparison Queries},
  journal      = {CoRR},
  volume       = {abs/2405.02612},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.02612},
  doi          = {10.48550/ARXIV.2405.02612},
  eprinttype    = {arXiv},
  eprint       = {2405.02612},
  timestamp    = {Fri, 07 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-02612.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tplp/MocanuBJ23,
  author       = {Ionela Georgiana Mocanu and
                  Vaishak Belle and
                  Brendan Juba},
  title        = {Learnability with {PAC} Semantics for Multi-agent Beliefs},
  journal      = {Theory Pract. Log. Program.},
  volume       = {23},
  number       = {4},
  pages        = {730--747},
  year         = {2023},
  url          = {https://doi.org/10.1017/s1471068423000182},
  doi          = {10.1017/S1471068423000182},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tplp/MocanuBJ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/EstornellDJV23,
  author       = {Andrew Estornell and
                  Sanmay Das and
                  Brendan Juba and
                  Yevgeniy Vorobeychik},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Popularizing Fairness: Group Fairness and Individual Welfare},
  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        = {7485--7493},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i6.25910},
  doi          = {10.1609/AAAI.V37I6.25910},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/EstornellDJV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MordochJS23,
  author       = {Argaman Mordoch and
                  Brendan Juba and
                  Roni Stern},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Learning Safe Numeric Action Models},
  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        = {12079--12086},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i10.26424},
  doi          = {10.1609/AAAI.V37I10.26424},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MordochJS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MocanuBJ23,
  author       = {Ionela Georgiana Mocanu and
                  Vaishak Belle and
                  Brendan Juba},
  editor       = {Noa Agmon and
                  Bo An and
                  Alessandro Ricci and
                  William Yeoh},
  title        = {Learnability with {PAC} Semantics for Multi-agent Beliefs},
  booktitle    = {Proceedings of the 2023 International Conference on Autonomous Agents
                  and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
                  2023 - 2 June 2023},
  pages        = {2604--2606},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://dl.acm.org/doi/10.5555/3545946.3599016},
  doi          = {10.5555/3545946.3599016},
  timestamp    = {Tue, 23 May 2023 14:27:14 +0200},
  biburl       = {https://dblp.org/rec/conf/atal/MocanuBJ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05490,
  author       = {Ionela Georgiana Mocanu and
                  Vaishak Belle and
                  Brendan Juba},
  title        = {Learnability with {PAC} Semantics for Multi-agent Beliefs},
  journal      = {CoRR},
  volume       = {abs/2306.05490},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.05490},
  doi          = {10.48550/ARXIV.2306.05490},
  eprinttype    = {arXiv},
  eprint       = {2306.05490},
  timestamp    = {Wed, 14 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-05490.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10705,
  author       = {Argaman Mordoch and
                  Shahaf S. Shperberg and
                  Roni Stern and
                  Brendan Juba},
  title        = {Enhancing Numeric-SAM for Learning with Few Observations},
  journal      = {CoRR},
  volume       = {abs/2312.10705},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.10705},
  doi          = {10.48550/ARXIV.2312.10705},
  eprinttype    = {arXiv},
  eprint       = {2312.10705},
  timestamp    = {Tue, 16 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-10705.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12026,
  author       = {Arijit Shaw and
                  Brendan Juba and
                  Kuldeep S. Meel},
  title        = {An Approximate Skolem Function Counter},
  journal      = {CoRR},
  volume       = {abs/2312.12026},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.12026},
  doi          = {10.48550/ARXIV.2312.12026},
  eprinttype    = {arXiv},
  eprint       = {2312.12026},
  timestamp    = {Wed, 17 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-12026.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JubaS22,
  author       = {Brendan Juba and
                  Roni Stern},
  title        = {Learning Probably Approximately Complete and Safe Action Models for
                  Stochastic Worlds},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {9795--9804},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i9.21215},
  doi          = {10.1609/AAAI.V36I9.21215},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JubaS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DengDJ22,
  author       = {Zihao Deng and
                  Siddartha Devic and
                  Brendan Juba},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Polynomial Time Reinforcement Learning in Factored State MDPs with
                  Linear Value Functions},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {11280--11304},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/deng22c.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/DengDJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiangJ22,
  author       = {Leda Liang and
                  Brendan Juba},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Conditional Linear Regression for Heterogeneous Covariances},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {6182--6199},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/liang22a.html},
  timestamp    = {Fri, 20 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LiangJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cav/GoliaJM22,
  author       = {Priyanka Golia and
                  Brendan Juba and
                  Kuldeep S. Meel},
  editor       = {Sharon Shoham and
                  Yakir Vizel},
  title        = {A Scalable Shannon Entropy Estimator},
  booktitle    = {Computer Aided Verification - 34th International Conference, {CAV}
                  2022, Haifa, Israel, August 7-10, 2022, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13371},
  pages        = {363--384},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-13185-1\_18},
  doi          = {10.1007/978-3-031-13185-1\_18},
  timestamp    = {Tue, 09 Aug 2022 17:05:51 +0200},
  biburl       = {https://dblp.org/rec/conf/cav/GoliaJM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GrigorescuJWX22,
  author       = {Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  editor       = {Po{-}Ling Loh and
                  Maxim Raginsky},
  title        = {Hardness of Maximum Likelihood Learning of DPPs},
  booktitle    = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {178},
  pages        = {3800--3819},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v178/grigorescu22a.html},
  timestamp    = {Tue, 12 Jul 2022 17:36:51 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/GrigorescuJWX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12499,
  author       = {Brendan Juba and
                  Roni Stern},
  title        = {An Example of the {SAM+} Algorithm for Learning Action Models for
                  Stochastic Worlds},
  journal      = {CoRR},
  volume       = {abs/2203.12499},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.12499},
  doi          = {10.48550/ARXIV.2203.12499},
  eprinttype    = {arXiv},
  eprint       = {2203.12499},
  timestamp    = {Tue, 29 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-12499.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12377,
  author       = {Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  title        = {Hardness of Maximum Likelihood Learning of DPPs},
  journal      = {CoRR},
  volume       = {abs/2205.12377},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.12377},
  doi          = {10.48550/ARXIV.2205.12377},
  eprinttype    = {arXiv},
  eprint       = {2205.12377},
  timestamp    = {Mon, 30 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12377.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00921,
  author       = {Priyanka Golia and
                  Brendan Juba and
                  Kuldeep S. Meel},
  title        = {A Scalable Shannon Entropy Estimator},
  journal      = {CoRR},
  volume       = {abs/2206.00921},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.00921},
  doi          = {10.48550/ARXIV.2206.00921},
  eprinttype    = {arXiv},
  eprint       = {2206.00921},
  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-00921.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/GrigorescuJW022,
  author       = {Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  title        = {Hardness of Maximum Likelihood Learning of DPPs},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR22-083}},
  year         = {2022},
  url          = {https://eccc.weizmann.ac.il/report/2022/083},
  eprinttype    = {ECCC},
  eprint       = {TR22-083},
  timestamp    = {Mon, 11 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/GrigorescuJW022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ShaharSASJS21,
  author       = {Tomer Shahar and
                  Shashank Shekhar and
                  Dor Atzmon and
                  Abdallah Saffidine and
                  Brendan Juba and
                  Roni Stern},
  title        = {Safe Multi-Agent Pathfinding with Time Uncertainty},
  journal      = {J. Artif. Intell. Res.},
  volume       = {70},
  pages        = {923--954},
  year         = {2021},
  url          = {https://doi.org/10.1613/jair.1.12397},
  doi          = {10.1613/JAIR.1.12397},
  timestamp    = {Sat, 12 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jair/ShaharSASJS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CheraghchiGJW021,
  author       = {Mahdi Cheraghchi and
                  Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {List Learning with Attribute Noise},
  booktitle    = {The 24th International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {130},
  pages        = {2215--2223},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/cheraghchi21a.html},
  timestamp    = {Wed, 14 Apr 2021 16:51:37 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/CheraghchiGJW021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AgarwalaDJPSWZ21,
  author       = {Atish Agarwala and
                  Abhimanyu Das and
                  Brendan Juba and
                  Rina Panigrahy and
                  Vatsal Sharan and
                  Xin Wang and
                  Qiuyi Zhang},
  title        = {One Network Fits All? Modular versus Monolithic Task Formulations
                  in Neural Networks},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=uz5uw6gM0m},
  timestamp    = {Wed, 28 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/AgarwalaDJPSWZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangJB21,
  author       = {Honghua Zhang and
                  Brendan Juba and
                  Guy Van den Broeck},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Probabilistic Generating Circuits},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {12447--12457},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/zhang21i.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhangJB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RaderMBJ21,
  author       = {Alexander Philipp Rader and
                  Ionela Georgiana Mocanu and
                  Vaishak Belle and
                  Brendan Juba},
  editor       = {Zhi{-}Hua Zhou},
  title        = {Learning Implicitly with Noisy Data in Linear Arithmetic},
  booktitle    = {Proceedings of the Thirtieth International Joint Conference on Artificial
                  Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
                  August 2021},
  pages        = {1410--1417},
  publisher    = {ijcai.org},
  year         = {2021},
  url          = {https://doi.org/10.24963/ijcai.2021/195},
  doi          = {10.24963/IJCAI.2021/195},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RaderMBJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/JubaLS21,
  author       = {Brendan Juba and
                  Hai S. Le and
                  Roni Stern},
  editor       = {Meghyn Bienvenu and
                  Gerhard Lakemeyer and
                  Esra Erdem},
  title        = {Safe Learning of Lifted Action Models},
  booktitle    = {Proceedings of the 18th International Conference on Principles of
                  Knowledge Representation and Reasoning, {KR} 2021, Online event, November
                  3-12, 2021},
  pages        = {379--389},
  year         = {2021},
  url          = {https://doi.org/10.24963/kr.2021/36},
  doi          = {10.24963/KR.2021/36},
  timestamp    = {Wed, 03 Nov 2021 12:46:57 +0100},
  biburl       = {https://dblp.org/rec/conf/kr/JubaLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09768,
  author       = {Honghua Zhang and
                  Brendan Juba and
                  Guy Van den Broeck},
  title        = {Probabilistic Generating Circuits},
  journal      = {CoRR},
  volume       = {abs/2102.09768},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.09768},
  eprinttype    = {arXiv},
  eprint       = {2102.09768},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-09768.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15261,
  author       = {Atish Agarwala and
                  Abhimanyu Das and
                  Brendan Juba and
                  Rina Panigrahy and
                  Vatsal Sharan and
                  Xin Wang and
                  Qiuyi Zhang},
  title        = {One Network Fits All? Modular versus Monolithic Task Formulations
                  in Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2103.15261},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.15261},
  eprinttype    = {arXiv},
  eprint       = {2103.15261},
  timestamp    = {Wed, 28 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-15261.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04169,
  author       = {Brendan Juba and
                  Hai S. Le and
                  Roni Stern},
  title        = {Safe Learning of Lifted Action Models},
  journal      = {CoRR},
  volume       = {abs/2107.04169},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.04169},
  eprinttype    = {arXiv},
  eprint       = {2107.04169},
  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-04169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05187,
  author       = {Siddartha Devic and
                  Zihao Deng and
                  Brendan Juba},
  title        = {Polynomial Time Reinforcement Learning in Correlated FMDPs with Linear
                  Value Functions},
  journal      = {CoRR},
  volume       = {abs/2107.05187},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.05187},
  eprinttype    = {arXiv},
  eprint       = {2107.05187},
  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-05187.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07834,
  author       = {Brendan Juba and
                  Leda Liang},
  title        = {Conditional Linear Regression for Heterogeneous Covariances},
  journal      = {CoRR},
  volume       = {abs/2111.07834},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.07834},
  eprinttype    = {arXiv},
  eprint       = {2111.07834},
  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-07834.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10919,
  author       = {Zihao Deng and
                  Zee Fryer and
                  Brendan Juba and
                  Rina Panigrahy and
                  Xin Wang},
  title        = {Provable Hierarchical Lifelong Learning with a Sketch-based Modular
                  Architecture},
  journal      = {CoRR},
  volume       = {abs/2112.10919},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.10919},
  eprinttype    = {arXiv},
  eprint       = {2112.10919},
  timestamp    = {Wed, 28 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-10919.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JubaL20,
  author       = {Brendan Juba and
                  Hengxuan Li},
  title        = {More Accurate Learning of k-DNF Reference Classes},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {4385--4393},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.5864},
  doi          = {10.1609/AAAI.V34I04.5864},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JubaL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CalderonJLLR20,
  author       = {Diego Calderon and
                  Brendan Juba and
                  Sirui Li and
                  Zongyi Li and
                  Lisa Ruan},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Conditional Linear Regression},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {2164--2173},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/calderon20a.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/CalderonJLLR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MocanuBJ20,
  author       = {Ionela Georgiana Mocanu and
                  Vaishak Belle and
                  Brendan Juba},
  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        = {Polynomial-Time Implicit Learnability in {SMT}},
  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        = {1152--1158},
  publisher    = {{IOS} Press},
  year         = {2020},
  url          = {https://doi.org/10.3233/FAIA200213},
  doi          = {10.3233/FAIA200213},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/MocanuBJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DehghanpoorFJ20,
  author       = {Golnoosh Dehghanpoor and
                  Michael D. Frachetti and
                  Brendan Juba},
  title        = {A Tensor Decomposition Method for Unsupervised Feature Learning on
                  Satellite Imagery},
  booktitle    = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
                  2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
  pages        = {1679--1682},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IGARSS39084.2020.9324715},
  doi          = {10.1109/IGARSS39084.2020.9324715},
  timestamp    = {Tue, 04 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/igarss/DehghanpoorFJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06850,
  author       = {Mahdi Cheraghchi and
                  Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  title        = {List Learning with Attribute Noise},
  journal      = {CoRR},
  volume       = {abs/2006.06850},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.06850},
  eprinttype    = {arXiv},
  eprint       = {2006.06850},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-06850.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12619,
  author       = {Alexander Philipp Rader and
                  Ionela Georgiana Mocanu and
                  Vaishak Belle and
                  Brendan Juba},
  title        = {Learning Implicitly with Noisy Data in Linear Arithmetic},
  journal      = {CoRR},
  volume       = {abs/2010.12619},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.12619},
  eprinttype    = {arXiv},
  eprint       = {2010.12619},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-12619.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BravermanJ19,
  author       = {Mark Braverman and
                  Brendan Juba},
  title        = {The Price of Uncertain Priors in Source Coding},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {65},
  number       = {2},
  pages        = {1165--1171},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIT.2018.2888475},
  doi          = {10.1109/TIT.2018.2888475},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/BravermanJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Juba19,
  author       = {Brendan Juba},
  title        = {Polynomial-Time Probabilistic Reasoning with Partial Observations
                  via Implicit Learning in Probability Logics},
  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        = {7866--7875},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33017866},
  doi          = {10.1609/AAAI.V33I01.33017866},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Juba19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JubaL19,
  author       = {Brendan Juba and
                  Hai S. Le},
  title        = {Precision-Recall versus Accuracy and the Role of Large Data Sets},
  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        = {4039--4048},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33014039},
  doi          = {10.1609/AAAI.V33I01.33014039},
  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/JubaL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SternJ19,
  author       = {Roni Stern and
                  Brendan Juba},
  title        = {Safe Partial Diagnosis from Normal Observations},
  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        = {3084--3091},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33013084},
  doi          = {10.1609/AAAI.V33I01.33013084},
  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/SternJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HainlineJLW19,
  author       = {John Hainline and
                  Brendan Juba and
                  Hai S. Le and
                  David P. Woodruff},
  editor       = {Kamalika Chaudhuri and
                  Masashi Sugiyama},
  title        = {Conditional Sparse {\textdollar}L{\_}p{\textdollar}-norm Regression
                  With Optimal Probability},
  booktitle    = {The 22nd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  series       = {Proceedings of Machine Learning Research},
  volume       = {89},
  pages        = {1042--1050},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v89/hainline19a.html},
  timestamp    = {Fri, 07 Jun 2019 09:03:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HainlineJLW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/DurginJ19,
  author       = {Alexander Durgin and
                  Brendan Juba},
  editor       = {Aur{\'{e}}lien Garivier and
                  Satyen Kale},
  title        = {Hardness of Improper One-Sided Learning of Conjunctions For All Uniformly
                  Falsifiable CSPs},
  booktitle    = {Algorithmic Learning Theory, {ALT} 2019, 22-24 March 2019, Chicago,
                  Illinois, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {98},
  pages        = {369--382},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v98/durgin19a.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/DurginJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BelleJ19,
  author       = {Vaishak Belle and
                  Brendan Juba},
  editor       = {Hanna M. Wallach and
                  Hugo Larochelle and
                  Alina Beygelzimer and
                  Florence d'Alch{\'{e}}{-}Buc and
                  Emily B. Fox and
                  Roman Garnett},
  title        = {Implicitly learning to reason in first-order logic},
  booktitle    = {Advances in Neural Information Processing Systems 32: Annual Conference
                  on Neural Information Processing Systems 2019, NeurIPS 2019, December
                  8-14, 2019, Vancouver, BC, Canada},
  pages        = {3376--3386},
  year         = {2019},
  url          = {https://proceedings.neurips.cc/paper/2019/hash/09fb05dd477d4ae6479985ca56c5a12d-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BelleJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10106,
  author       = {Vaishak Belle and
                  Brendan Juba},
  title        = {Implicitly Learning to Reason in First-Order Logic},
  journal      = {CoRR},
  volume       = {abs/1906.10106},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.10106},
  eprinttype    = {arXiv},
  eprint       = {1906.10106},
  timestamp    = {Thu, 27 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-10106.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10118,
  author       = {Brendan Juba},
  title        = {Query-driven PAC-Learning for Reasoning},
  journal      = {CoRR},
  volume       = {abs/1906.10118},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.10118},
  eprinttype    = {arXiv},
  eprint       = {1906.10118},
  timestamp    = {Thu, 27 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-10118.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/CheraghchiGJWX18,
  author       = {Mahdi Cheraghchi and
                  Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  title        = {AC\({}^{\mbox{0}}\){\(\circ\)}MOD\({}_{\mbox{2}}\) lower bounds for
                  the Boolean Inner Product},
  journal      = {J. Comput. Syst. Sci.},
  volume       = {97},
  pages        = {45--59},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.jcss.2018.04.006},
  doi          = {10.1016/J.JCSS.2018.04.006},
  timestamp    = {Thu, 13 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcss/CheraghchiGJWX18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CalderonJLR18,
  author       = {Diego Calderon and
                  Brendan Juba and
                  Zongyi Li and
                  Lisa Ruan},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Conditional Linear Regression},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {8055--8056},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12200},
  doi          = {10.1609/AAAI.V32I1.12200},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/CalderonJLR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JubaLM18,
  author       = {Brendan Juba and
                  Zongyi Li and
                  Evan Miller},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Learning Abduction Using Partial Observability},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {1888--1896},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11571},
  doi          = {10.1609/AAAI.V32I1.11571},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JubaLM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JubaLM18a,
  author       = {Brendan Juba and
                  Zongyi Li and
                  Evan Miller},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Learning Abduction Under Partial Observability},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {8097--8098},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.12188},
  doi          = {10.1609/AAAI.V32I1.12188},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/JubaLM18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ChenILSZ18,
  author       = {Yiling Chen and
                  Nicole Immorlica and
                  Brendan Lucier and
                  Vasilis Syrgkanis and
                  Juba Ziani},
  editor       = {{\'{E}}va Tardos and
                  Edith Elkind and
                  Rakesh Vohra},
  title        = {Optimal Data Acquisition for Statistical Estimation},
  booktitle    = {Proceedings of the 2018 {ACM} Conference on Economics and Computation,
                  Ithaca, NY, USA, June 18-22, 2018},
  pages        = {27--44},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219166.3219195},
  doi          = {10.1145/3219166.3219195},
  timestamp    = {Fri, 09 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigecom/ChenILSZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/QiAZMPJ18,
  author       = {Di Qi and
                  Joshua Arfin and
                  Mengxue Zhang and
                  Tushar Mathew and
                  Robert Pless and
                  Brendan Juba},
  title        = {Anomaly Explanation Using Metadata},
  booktitle    = {2018 {IEEE} Winter Conference on Applications of Computer Vision,
                  {WACV} 2018, Lake Tahoe, NV, USA, March 12-15, 2018},
  pages        = {1916--1924},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/WACV.2018.00212},
  doi          = {10.1109/WACV.2018.00212},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wacv/QiAZMPJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02326,
  author       = {Diego Calderon and
                  Brendan Juba and
                  Sirui Li and
                  Zongyi Li and
                  Lisa Ruan},
  title        = {Conditional Linear Regression},
  journal      = {CoRR},
  volume       = {abs/1806.02326},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.02326},
  eprinttype    = {arXiv},
  eprint       = {1806.02326},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-02326.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10222,
  author       = {John Hainline and
                  Brendan Juba and
                  Hai S. Le and
                  David P. Woodruff},
  title        = {Conditional Sparse {\unicode{120001}}\({}_{\mbox{p}}\)-norm Regression
                  With Optimal Probability},
  journal      = {CoRR},
  volume       = {abs/1806.10222},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.10222},
  eprinttype    = {arXiv},
  eprint       = {1806.10222},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-10222.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-11204,
  author       = {Brendan Juba},
  title        = {Polynomial-time probabilistic reasoning with partial observations
                  via implicit learning in probability logics},
  journal      = {CoRR},
  volume       = {abs/1806.11204},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.11204},
  eprinttype    = {arXiv},
  eprint       = {1806.11204},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-11204.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08976,
  author       = {Mark Braverman and
                  Brendan Juba},
  title        = {The Price of Uncertain Priors in Source Coding},
  journal      = {CoRR},
  volume       = {abs/1811.08976},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.08976},
  eprinttype    = {arXiv},
  eprint       = {1811.08976},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-08976.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/DurginJ18,
  author       = {Alexander Durgin and
                  Brendan Juba},
  title        = {Hardness of improper one-sided learning of conjunctions for all uniformly
                  falsifiable CSPs},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR18-118}},
  year         = {2018},
  url          = {https://eccc.weizmann.ac.il/report/2018/118},
  eprinttype    = {ECCC},
  eprint       = {TR18-118},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/DurginJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangMJ17,
  author       = {Mengxue Zhang and
                  Tushar Mathew and
                  Brendan A. Juba},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {1257--1265},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10700},
  doi          = {10.1609/AAAI.V31I1.10700},
  timestamp    = {Mon, 04 Sep 2023 14:40:32 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangMJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/LiJM17,
  author       = {Zongyi Li and
                  Brendan Juba and
                  Evan Miller},
  title        = {Learning Abduction under Partial Observability},
  booktitle    = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
                  Long Beach, California, USA, December 8, 2017},
  publisher    = {OpenReview.net},
  year         = {2017},
  timestamp    = {Wed, 06 May 2020 13:43:11 +0200},
  biburl       = {https://dblp.org/rec/conf/akbc/LiJM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChakrabortyCDJ17,
  author       = {Mithun Chakraborty and
                  Kai Yee Phoebe Chua and
                  Sanmay Das and
                  Brendan Juba},
  editor       = {Carles Sierra},
  title        = {Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed
                  Bandits},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {164--170},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/24},
  doi          = {10.24963/IJCAI.2017/24},
  timestamp    = {Tue, 20 Aug 2019 16:16:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/ChakrabortyCDJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SternJ17,
  author       = {Roni Stern and
                  Brendan Juba},
  editor       = {Carles Sierra},
  title        = {Efficient, Safe, and Probably Approximately Complete Learning of Action
                  Models},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {4405--4411},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/615},
  doi          = {10.24963/IJCAI.2017/615},
  timestamp    = {Tue, 20 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/SternJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/Juba17,
  author       = {Brendan Juba},
  editor       = {Christos H. Papadimitriou},
  title        = {Conditional Sparse Linear Regression},
  booktitle    = {8th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2017, January 9-11, 2017, Berkeley, CA, {USA}},
  series       = {LIPIcs},
  volume       = {67},
  pages        = {45:1--45:14},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2017},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2017.45},
  doi          = {10.4230/LIPICS.ITCS.2017.45},
  timestamp    = {Tue, 11 Feb 2020 15:52:14 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/Juba17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SternJ17,
  author       = {Roni Stern and
                  Brendan Juba},
  title        = {Efficient, Safe, and Probably Approximately Complete Learning of Action
                  Models},
  journal      = {CoRR},
  volume       = {abs/1705.08961},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.08961},
  eprinttype    = {arXiv},
  eprint       = {1705.08961},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SternJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01295,
  author       = {Yiling Chen and
                  Nicole Immorlica and
                  Brendan Lucier and
                  Vasilis Syrgkanis and
                  Juba Ziani},
  title        = {Optimal Data Acquisition for Statistical Estimation},
  journal      = {CoRR},
  volume       = {abs/1711.01295},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.01295},
  eprinttype    = {arXiv},
  eprint       = {1711.01295},
  timestamp    = {Thu, 12 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-01295.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04438,
  author       = {Brendan Juba and
                  Zongyi Li and
                  Evan Miller},
  title        = {Learning Abduction under Partial Observability},
  journal      = {CoRR},
  volume       = {abs/1711.04438},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.04438},
  eprinttype    = {arXiv},
  eprint       = {1711.04438},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-04438.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Juba16,
  author       = {Brendan Juba},
  title        = {Integrated Common Sense Learning and Planning in POMDPs},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {96:1--96:37},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/13-584.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Juba16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Juba16,
  author       = {Brendan Juba},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Learning Abductive Reasoning Using Random Examples},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {999--1007},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10099},
  doi          = {10.1609/AAAI.V30I1.10099},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Juba16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/CheraghchiGJW016,
  author       = {Mahdi Cheraghchi and
                  Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  editor       = {Ioannis Chatzigiannakis and
                  Michael Mitzenmacher and
                  Yuval Rabani and
                  Davide Sangiorgi},
  title        = {{AC0} o MOD{\_}2 Lower Bounds for the Boolean Inner Product},
  booktitle    = {43rd International Colloquium on Automata, Languages, and Programming,
                  {ICALP} 2016, July 11-15, 2016, Rome, Italy},
  series       = {LIPIcs},
  volume       = {55},
  pages        = {35:1--35:14},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2016},
  url          = {https://doi.org/10.4230/LIPIcs.ICALP.2016.35},
  doi          = {10.4230/LIPICS.ICALP.2016.35},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icalp/CheraghchiGJW016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Juba16,
  author       = {Brendan Juba},
  title        = {Conditional Sparse Linear Regression},
  journal      = {CoRR},
  volume       = {abs/1608.05152},
  year         = {2016},
  url          = {http://arxiv.org/abs/1608.05152},
  eprinttype    = {arXiv},
  eprint       = {1608.05152},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Juba16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/BravermanJ15,
  author       = {Mark Braverman and
                  Brendan Juba},
  title        = {The price of uncertainty in communication},
  booktitle    = {53rd Annual Allerton Conference on Communication, Control, and Computing,
                  Allerton 2015, Allerton Park {\&} Retreat Center, Monticello,
                  IL, USA, September 29 - October 2, 2015},
  pages        = {924--927},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ALLERTON.2015.7447106},
  doi          = {10.1109/ALLERTON.2015.7447106},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/allerton/BravermanJ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/Juba15,
  author       = {Brendan Juba},
  editor       = {Tim Roughgarden},
  title        = {Restricted Distribution Automatizability in PAC-Semantics},
  booktitle    = {Proceedings of the 2015 Conference on Innovations in Theoretical Computer
                  Science, {ITCS} 2015, Rehovot, Israel, January 11-13, 2015},
  pages        = {93--102},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2688073.2688108},
  doi          = {10.1145/2688073.2688108},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/Juba15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/JubaMLSR15,
  author       = {Brendan Juba and
                  Christopher Musco and
                  Fan Long and
                  Stelios Sidiroglou{-}Douskos and
                  Martin C. Rinard},
  title        = {Principled Sampling for Anomaly Detection},
  booktitle    = {22nd Annual Network and Distributed System Security Symposium, {NDSS}
                  2015, San Diego, California, USA, February 8-11, 2015},
  publisher    = {The Internet Society},
  year         = {2015},
  url          = {https://www.ndss-symposium.org/ndss2015/principled-sampling-anomaly-detection},
  timestamp    = {Mon, 01 Feb 2021 08:42:14 +0100},
  biburl       = {https://dblp.org/rec/conf/ndss/JubaMLSR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/CheraghchiGJWX15,
  author       = {Mahdi Cheraghchi and
                  Elena Grigorescu and
                  Brendan Juba and
                  Karl Wimmer and
                  Ning Xie},
  title        = {AC\({}^{\mbox{0}}\) {\textbackslash}circ MOD\({}_{\mbox{2}}\) lower
                  bounds for the Boolean Inner Product},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR15-030}},
  year         = {2015},
  url          = {https://eccc.weizmann.ac.il/report/2015/030},
  eprinttype    = {ECCC},
  eprint       = {TR15-030},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/CheraghchiGJWX15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Juba13,
  author       = {Brendan Juba},
  editor       = {Francesca Rossi},
  title        = {Implicit Learning of Common Sense for Reasoning},
  booktitle    = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
                  on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages        = {939--946},
  publisher    = {{IJCAI/AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6612},
  timestamp    = {Tue, 23 Jan 2024 13:25:46 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/Juba13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/JubaW13,
  author       = {Brendan Juba and
                  Ryan Williams},
  editor       = {Robert D. Kleinberg},
  title        = {Massive online teaching to bounded learners},
  booktitle    = {Innovations in Theoretical Computer Science, {ITCS} '13, Berkeley,
                  CA, USA, January 9-12, 2013},
  pages        = {1--10},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2422436.2422438},
  doi          = {10.1145/2422436.2422438},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/JubaW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/Juba13,
  author       = {Brendan Juba},
  title        = {Compatibility among diversity Foundations, lessons, and directions
                  of semantic communication},
  booktitle    = {2013 {IEEE} International Conference on Pervasive Computing and Communications
                  Workshops, {PERCOM} 2013 Workshops, San Diego, CA, USA, March 18-22,
                  2013},
  pages        = {458--463},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/PerComW.2013.6529541},
  doi          = {10.1109/PERCOMW.2013.6529541},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/percom/Juba13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-4633,
  author       = {Brendan Juba},
  title        = {{PAC} Quasi-automatizability of Resolution over Restricted Distributions},
  journal      = {CoRR},
  volume       = {abs/1304.4633},
  year         = {2013},
  url          = {http://arxiv.org/abs/1304.4633},
  eprinttype    = {arXiv},
  eprint       = {1304.4633},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1304-4633.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/Juba13,
  author       = {Brendan Juba},
  title        = {On Non-automatizability in PAC-Semantics},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR13-094}},
  year         = {2013},
  url          = {https://eccc.weizmann.ac.il/report/2013/094},
  eprinttype    = {ECCC},
  eprint       = {TR13-094},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/Juba13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/GoldreichJS12,
  author       = {Oded Goldreich and
                  Brendan Juba and
                  Madhu Sudan},
  title        = {A theory of goal-oriented communication},
  journal      = {J. {ACM}},
  volume       = {59},
  number       = {2},
  pages        = {8:1--8:65},
  year         = {2012},
  url          = {https://doi.org/10.1145/2160158.2160161},
  doi          = {10.1145/2160158.2160161},
  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jacm/GoldreichJS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qic/Juba12,
  author       = {Brendan Juba},
  title        = {On learning finite-state quantum sources},
  journal      = {Quantum Inf. Comput.},
  volume       = {12},
  number       = {1-2},
  pages        = {105--118},
  year         = {2012},
  url          = {https://doi.org/10.26421/QIC12.1-2-7},
  doi          = {10.26421/QIC12.1-2-7},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/qic/Juba12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-0056,
  author       = {Brendan Juba},
  title        = {Learning implicitly in reasoning in PAC-Semantics},
  journal      = {CoRR},
  volume       = {abs/1209.0056},
  year         = {2012},
  url          = {http://arxiv.org/abs/1209.0056},
  eprinttype    = {arXiv},
  eprint       = {1209.0056},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1209-0056.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/JubaW12,
  author       = {Brendan Juba and
                  Ryan Williams},
  title        = {Massive Online Teaching to Bounded Learners},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR12-107}},
  year         = {2012},
  url          = {https://eccc.weizmann.ac.il/report/2012/107},
  eprinttype    = {ECCC},
  eprint       = {TR12-107},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/JubaW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0028296,
  author       = {Brendan Juba},
  title        = {Universal Semantic Communication},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23297-8},
  doi          = {10.1007/978-3-642-23297-8},
  isbn         = {978-3-642-23296-1},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/0028296.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/JubaV11,
  author       = {Brendan Juba and
                  Santosh S. Vempala},
  editor       = {Jyrki Kivinen and
                  Csaba Szepesv{\'{a}}ri and
                  Esko Ukkonen and
                  Thomas Zeugmann},
  title        = {Semantic Communication for Simple Goals Is Equivalent to On-line Learning},
  booktitle    = {Algorithmic Learning Theory - 22nd International Conference, {ALT}
                  2011, Espoo, Finland, October 5-7, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6925},
  pages        = {277--291},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24412-4\_23},
  doi          = {10.1007/978-3-642-24412-4\_23},
  timestamp    = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/JubaV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/JubaKKS11,
  author       = {Brendan Juba and
                  Adam Tauman Kalai and
                  Sanjeev Khanna and
                  Madhu Sudan},
  editor       = {Bernard Chazelle},
  title        = {Compression without a common prior: an information-theoretic justification
                  for ambiguity in language},
  booktitle    = {Innovations in Computer Science - {ICS} 2011, Tsinghua University,
                  Beijing, China, January 7-9, 2011. Proceedings},
  pages        = {79--86},
  publisher    = {Tsinghua University Press},
  year         = {2011},
  url          = {http://conference.iiis.tsinghua.edu.cn/ICS2011/content/papers/23.html},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/innovations/JubaKKS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/JubaS11,
  author       = {Brendan Juba and
                  Madhu Sudan},
  editor       = {Bernard Chazelle},
  title        = {Efficient Semantic Communication via Compatible Beliefs},
  booktitle    = {Innovations in Computer Science - {ICS} 2011, Tsinghua University,
                  Beijing, China, January 7-9, 2011. Proceedings},
  pages        = {22--31},
  publisher    = {Tsinghua University Press},
  year         = {2011},
  url          = {http://conference.iiis.tsinghua.edu.cn/ICS2011/content/papers/19.html},
  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/innovations/JubaS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/podc/GoldreichJS11,
  author       = {Oded Goldreich and
                  Brendan Juba and
                  Madhu Sudan},
  editor       = {Cyril Gavoille and
                  Pierre Fraigniaud},
  title        = {A theory of goal-oriented communication},
  booktitle    = {Proceedings of the 30th Annual {ACM} Symposium on Principles of Distributed
                  Computing, {PODC} 2011, San Jose, CA, USA, June 6-8, 2011},
  pages        = {299--300},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1993806.1993863},
  doi          = {10.1145/1993806.1993863},
  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/podc/GoldreichJS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/podc/Juba11,
  author       = {Brendan Juba},
  editor       = {Cyril Gavoille and
                  Pierre Fraigniaud},
  title        = {Reliable end-user communication under a changing packet network protocol},
  booktitle    = {Proceedings of the 30th Annual {ACM} Symposium on Principles of Distributed
                  Computing, {PODC} 2011, San Jose, CA, USA, June 6-8, 2011},
  pages        = {339--340},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/1993806.1993873},
  doi          = {10.1145/1993806.1993873},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/podc/Juba11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Juba10,
  author       = {Brendan A. Juba},
  title        = {Universal semantic communication},
  school       = {Massachusetts Institute of Technology, Cambridge, MA, {USA}},
  year         = {2010},
  url          = {https://hdl.handle.net/1721.1/62423},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ndltd/Juba10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/JubaS10,
  author       = {Brendan Juba and
                  Madhu Sudan},
  title        = {Efficient Semantic Communication via Compatible Beliefs},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR10-155}},
  year         = {2010},
  url          = {https://eccc.weizmann.ac.il/report/2010/155},
  eprinttype    = {ECCC},
  eprint       = {TR10-155},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/JubaS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0910-3713,
  author       = {Brendan Juba},
  title        = {On Learning Finite-State Quantum Sources},
  journal      = {CoRR},
  volume       = {abs/0910.3713},
  year         = {2009},
  url          = {http://arxiv.org/abs/0910.3713},
  eprinttype    = {arXiv},
  eprint       = {0910.3713},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0910-3713.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/GoldreichJS09,
  author       = {Oded Goldreich and
                  Brendan Juba and
                  Madhu Sudan},
  title        = {A Theory of Goal-Oriented Communication},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR09-075}},
  year         = {2009},
  url          = {https://eccc.weizmann.ac.il/report/2009/075},
  eprinttype    = {ECCC},
  eprint       = {TR09-075},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/GoldreichJS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/JubaS08,
  author       = {Brendan Juba and
                  Madhu Sudan},
  editor       = {Cynthia Dwork},
  title        = {Universal semantic communication {I}},
  booktitle    = {Proceedings of the 40th Annual {ACM} Symposium on Theory of Computing,
                  Victoria, British Columbia, Canada, May 17-20, 2008},
  pages        = {123--132},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1374376.1374397},
  doi          = {10.1145/1374376.1374397},
  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/stoc/JubaS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/JubaS08,
  author       = {Brendan Juba and
                  Madhu Sudan},
  title        = {Universal Semantic Communication {II:} {A} Theory of Goal-Oriented
                  Communication},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR08-095}},
  year         = {2008},
  url          = {https://eccc.weizmann.ac.il/eccc-reports/2008/TR08-095/index.html},
  eprinttype    = {ECCC},
  eprint       = {TR08-095},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/JubaS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/JubaS07,
  author       = {Brendan Juba and
                  Madhu Sudan},
  title        = {Universal Semantic Communication {I}},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR07-084}},
  year         = {2007},
  url          = {https://eccc.weizmann.ac.il/eccc-reports/2007/TR07-084/index.html},
  eprinttype    = {ECCC},
  eprint       = {TR07-084},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/JubaS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Juba06,
  author       = {Brendan Juba},
  editor       = {William W. Cohen and
                  Andrew W. Moore},
  title        = {Estimating relatedness via data compression},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Third International Conference
                  {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {148},
  pages        = {441--448},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1143844.1143900},
  doi          = {10.1145/1143844.1143900},
  timestamp    = {Tue, 19 Nov 2019 09:25:06 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/Juba06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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