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@inproceedings{DBLP:conf/aaai/LeJS24,
author = {Hai S. Le and
Brendan Juba and
Roni Stern},
title = {Learning Safe Action Models with Partial Observability},
booktitle = {{AAAI}},
pages = {20159--20167},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/aaai/ShawJM24,
author = {Arijit Shaw and
Brendan Juba and
Kuldeep S. Meel},
title = {An Approximate Skolem Function Counter},
booktitle = {{AAAI}},
pages = {8108--8116},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/forc/0001HJ24,
author = {Daniel Hsu and
Jizhou Huang and
Brendan Juba},
title = {Distribution-Specific Auditing for Subgroup Fairness},
booktitle = {{FORC}},
series = {LIPIcs},
volume = {295},
pages = {5:1--5:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024}
}
@inproceedings{DBLP:conf/icaps/MordochSSJ24,
author = {Argaman Mordoch and
Enrico Scala and
Roni Stern and
Brendan Juba},
title = {Safe Learning of {PDDL} Domains with Conditional Effects},
booktitle = {{ICAPS}},
pages = {387--395},
publisher = {{AAAI} Press},
year = {2024}
}
@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}
}
@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}
}
@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}
}
@article{DBLP:journals/tplp/MocanuBJ23,
author = {Ionela G. 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}
}
@inproceedings{DBLP:conf/aaai/EstornellDJV23,
author = {Andrew Estornell and
Sanmay Das and
Brendan Juba and
Yevgeniy Vorobeychik},
title = {Popularizing Fairness: Group Fairness and Individual Welfare},
booktitle = {{AAAI}},
pages = {7485--7493},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/aaai/MordochJS23,
author = {Argaman Mordoch and
Brendan Juba and
Roni Stern},
title = {Learning Safe Numeric Action Models},
booktitle = {{AAAI}},
pages = {12079--12086},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/atal/MocanuBJ23,
author = {Ionela G. Mocanu and
Vaishak Belle and
Brendan Juba},
title = {Learnability with {PAC} Semantics for Multi-agent Beliefs},
booktitle = {{AAMAS}},
pages = {2604--2606},
publisher = {{ACM}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-05490,
author = {Ionela G. Mocanu and
Vaishak Belle and
Brendan Juba},
title = {Learnability with {PAC} Semantics for Multi-agent Beliefs},
journal = {CoRR},
volume = {abs/2306.05490},
year = {2023}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/JubaS22,
author = {Brendan Juba and
Roni Stern},
title = {Learning Probably Approximately Complete and Safe Action Models for
Stochastic Worlds},
booktitle = {{AAAI}},
pages = {9795--9804},
publisher = {{AAAI} Press},
year = {2022}
}
@inproceedings{DBLP:conf/aistats/DengDJ22,
author = {Zihao Deng and
Siddartha Devic and
Brendan Juba},
title = {Polynomial Time Reinforcement Learning in Factored State MDPs with
Linear Value Functions},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {11280--11304},
publisher = {{PMLR}},
year = {2022}
}
@inproceedings{DBLP:conf/aistats/LiangJ22,
author = {Leda Liang and
Brendan Juba},
title = {Conditional Linear Regression for Heterogeneous Covariances},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {6182--6199},
publisher = {{PMLR}},
year = {2022}
}
@inproceedings{DBLP:conf/cav/GoliaJM22,
author = {Priyanka Golia and
Brendan Juba and
Kuldeep S. Meel},
title = {A Scalable Shannon Entropy Estimator},
booktitle = {{CAV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {13371},
pages = {363--384},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/colt/GrigorescuJWX22,
author = {Elena Grigorescu and
Brendan Juba and
Karl Wimmer and
Ning Xie},
title = {Hardness of Maximum Likelihood Learning of DPPs},
booktitle = {{COLT}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3800--3819},
publisher = {{PMLR}},
year = {2022}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aistats/CheraghchiGJW021,
author = {Mahdi Cheraghchi and
Elena Grigorescu and
Brendan Juba and
Karl Wimmer and
Ning Xie},
title = {List Learning with Attribute Noise},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2215--2223},
publisher = {{PMLR}},
year = {2021}
}
@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 = {{ICLR}},
publisher = {OpenReview.net},
year = {2021}
}
@inproceedings{DBLP:conf/icml/ZhangJB21,
author = {Honghua Zhang and
Brendan Juba and
Guy Van den Broeck},
title = {Probabilistic Generating Circuits},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12447--12457},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/ijcai/RaderMBJ21,
author = {Alexander Philipp Rader and
Ionela G. Mocanu and
Vaishak Belle and
Brendan Juba},
title = {Learning Implicitly with Noisy Data in Linear Arithmetic},
booktitle = {{IJCAI}},
pages = {1410--1417},
publisher = {ijcai.org},
year = {2021}
}
@inproceedings{DBLP:conf/kr/JubaLS21,
author = {Brendan Juba and
Hai S. Le and
Roni Stern},
title = {Safe Learning of Lifted Action Models},
booktitle = {{KR}},
pages = {379--389},
year = {2021}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/JubaL20,
author = {Brendan Juba and
Hengxuan Li},
title = {More Accurate Learning of k-DNF Reference Classes},
booktitle = {{AAAI}},
pages = {4385--4393},
publisher = {{AAAI} Press},
year = {2020}
}
@inproceedings{DBLP:conf/aistats/CalderonJLLR20,
author = {Diego Calderon and
Brendan Juba and
Sirui Li and
Zongyi Li and
Lisa Ruan},
title = {Conditional Linear Regression},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2164--2173},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/ecai/MocanuBJ20,
author = {Ionela G. Mocanu and
Vaishak Belle and
Brendan Juba},
title = {Polynomial-Time Implicit Learnability in {SMT}},
booktitle = {{ECAI}},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1152--1158},
publisher = {{IOS} Press},
year = {2020}
}
@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 = {{IGARSS}},
pages = {1679--1682},
publisher = {{IEEE}},
year = {2020}
}
@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}
}
@article{DBLP:journals/corr/abs-2010-12619,
author = {Alexander Philipp Rader and
Ionela G. Mocanu and
Vaishak Belle and
Brendan Juba},
title = {Learning Implicitly with Noisy Data in Linear Arithmetic},
journal = {CoRR},
volume = {abs/2010.12619},
year = {2020}
}
@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}
}
@inproceedings{DBLP:conf/aaai/Juba19,
author = {Brendan Juba},
title = {Polynomial-Time Probabilistic Reasoning with Partial Observations
via Implicit Learning in Probability Logics},
booktitle = {{AAAI}},
pages = {7866--7875},
publisher = {{AAAI} Press},
year = {2019}
}
@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 = {{AAAI}},
pages = {4039--4048},
publisher = {{AAAI} Press},
year = {2019}
}
@inproceedings{DBLP:conf/aaai/SternJ19,
author = {Roni Stern and
Brendan Juba},
title = {Safe Partial Diagnosis from Normal Observations},
booktitle = {{AAAI}},
pages = {3084--3091},
publisher = {{AAAI} Press},
year = {2019}
}
@inproceedings{DBLP:conf/aistats/HainlineJLW19,
author = {John Hainline and
Brendan Juba and
Hai S. Le and
David P. Woodruff},
title = {Conditional Sparse {\textdollar}L{\_}p{\textdollar}-norm Regression
With Optimal Probability},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1042--1050},
publisher = {{PMLR}},
year = {2019}
}
@inproceedings{DBLP:conf/alt/DurginJ19,
author = {Alexander Durgin and
Brendan Juba},
title = {Hardness of Improper One-Sided Learning of Conjunctions For All Uniformly
Falsifiable CSPs},
booktitle = {{ALT}},
series = {Proceedings of Machine Learning Research},
volume = {98},
pages = {369--382},
publisher = {{PMLR}},
year = {2019}
}
@inproceedings{DBLP:conf/nips/BelleJ19,
author = {Vaishak Belle and
Brendan Juba},
title = {Implicitly learning to reason in first-order logic},
booktitle = {NeurIPS},
pages = {3376--3386},
year = {2019}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/CalderonJLR18,
author = {Diego Calderon and
Brendan Juba and
Zongyi Li and
Lisa Ruan},
title = {Conditional Linear Regression},
booktitle = {{AAAI}},
pages = {8055--8056},
publisher = {{AAAI} Press},
year = {2018}
}
@inproceedings{DBLP:conf/aaai/JubaLM18,
author = {Brendan Juba and
Zongyi Li and
Evan Miller},
title = {Learning Abduction Using Partial Observability},
booktitle = {{AAAI}},
pages = {1888--1896},
publisher = {{AAAI} Press},
year = {2018}
}
@inproceedings{DBLP:conf/aaai/JubaLM18a,
author = {Brendan Juba and
Zongyi Li and
Evan Miller},
title = {Learning Abduction Under Partial Observability},
booktitle = {{AAAI}},
pages = {8097--8098},
publisher = {{AAAI} Press},
year = {2018}
}
@inproceedings{DBLP:conf/sigecom/ChenILSZ18,
author = {Yiling Chen and
Nicole Immorlica and
Brendan Lucier and
Vasilis Syrgkanis and
Juba Ziani},
title = {Optimal Data Acquisition for Statistical Estimation},
booktitle = {{EC}},
pages = {27--44},
publisher = {{ACM}},
year = {2018}
}
@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 = {{WACV}},
pages = {1916--1924},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/ZhangMJ17,
author = {Mengxue Zhang and
Tushar Mathew and
Brendan A. Juba},
title = {An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction},
booktitle = {{AAAI}},
pages = {1257--1265},
publisher = {{AAAI} Press},
year = {2017}
}
@inproceedings{DBLP:conf/akbc/LiJM17,
author = {Zongyi Li and
Brendan Juba and
Evan Miller},
title = {Learning Abduction under Partial Observability},
booktitle = {AKBC@NIPS},
publisher = {OpenReview.net},
year = {2017}
}
@inproceedings{DBLP:conf/ijcai/ChakrabortyCDJ17,
author = {Mithun Chakraborty and
Kai Yee Phoebe Chua and
Sanmay Das and
Brendan Juba},
title = {Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed
Bandits},
booktitle = {{IJCAI}},
pages = {164--170},
publisher = {ijcai.org},
year = {2017}
}
@inproceedings{DBLP:conf/ijcai/SternJ17,
author = {Roni Stern and
Brendan Juba},
title = {Efficient, Safe, and Probably Approximately Complete Learning of Action
Models},
booktitle = {{IJCAI}},
pages = {4405--4411},
publisher = {ijcai.org},
year = {2017}
}
@inproceedings{DBLP:conf/innovations/Juba17,
author = {Brendan Juba},
title = {Conditional Sparse Linear Regression},
booktitle = {{ITCS}},
series = {LIPIcs},
volume = {67},
pages = {45:1--45:14},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aaai/Juba16,
author = {Brendan Juba},
title = {Learning Abductive Reasoning Using Random Examples},
booktitle = {{AAAI}},
pages = {999--1007},
publisher = {{AAAI} Press},
year = {2016}
}
@inproceedings{DBLP:conf/icalp/CheraghchiGJW016,
author = {Mahdi Cheraghchi and
Elena Grigorescu and
Brendan Juba and
Karl Wimmer and
Ning Xie},
title = {{AC0} o MOD{\_}2 Lower Bounds for the Boolean Inner Product},
booktitle = {{ICALP}},
series = {LIPIcs},
volume = {55},
pages = {35:1--35:14},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2016}
}
@article{DBLP:journals/corr/Juba16,
author = {Brendan Juba},
title = {Conditional Sparse Linear Regression},
journal = {CoRR},
volume = {abs/1608.05152},
year = {2016}
}
@inproceedings{DBLP:conf/allerton/BravermanJ15,
author = {Mark Braverman and
Brendan Juba},
title = {The price of uncertainty in communication},
booktitle = {Allerton},
pages = {924--927},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/innovations/Juba15,
author = {Brendan Juba},
title = {Restricted Distribution Automatizability in PAC-Semantics},
booktitle = {{ITCS}},
pages = {93--102},
publisher = {{ACM}},
year = {2015}
}
@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 = {{NDSS}},
publisher = {The Internet Society},
year = {2015}
}
@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}
}
@inproceedings{DBLP:conf/ijcai/Juba13,
author = {Brendan Juba},
title = {Implicit Learning of Common Sense for Reasoning},
booktitle = {{IJCAI}},
pages = {939--946},
publisher = {{IJCAI/AAAI}},
year = {2013}
}
@inproceedings{DBLP:conf/innovations/JubaW13,
author = {Brendan Juba and
Ryan Williams},
title = {Massive online teaching to bounded learners},
booktitle = {{ITCS}},
pages = {1--10},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/percom/Juba13,
author = {Brendan Juba},
title = {Compatibility among diversity Foundations, lessons, and directions
of semantic communication},
booktitle = {PerCom Workshops},
pages = {458--463},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@book{DBLP:books/daglib/0028296,
author = {Brendan Juba},
title = {Universal Semantic Communication},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/alt/JubaV11,
author = {Brendan Juba and
Santosh S. Vempala},
title = {Semantic Communication for Simple Goals Is Equivalent to On-line Learning},
booktitle = {{ALT}},
series = {Lecture Notes in Computer Science},
volume = {6925},
pages = {277--291},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/innovations/JubaKKS11,
author = {Brendan Juba and
Adam Tauman Kalai and
Sanjeev Khanna and
Madhu Sudan},
title = {Compression without a common prior: an information-theoretic justification
for ambiguity in language},
booktitle = {{ICS}},
pages = {79--86},
publisher = {Tsinghua University Press},
year = {2011}
}
@inproceedings{DBLP:conf/innovations/JubaS11,
author = {Brendan Juba and
Madhu Sudan},
title = {Efficient Semantic Communication via Compatible Beliefs},
booktitle = {{ICS}},
pages = {22--31},
publisher = {Tsinghua University Press},
year = {2011}
}
@inproceedings{DBLP:conf/podc/GoldreichJS11,
author = {Oded Goldreich and
Brendan Juba and
Madhu Sudan},
title = {A theory of goal-oriented communication},
booktitle = {{PODC}},
pages = {299--300},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/podc/Juba11,
author = {Brendan Juba},
title = {Reliable end-user communication under a changing packet network protocol},
booktitle = {{PODC}},
pages = {339--340},
publisher = {{ACM}},
year = {2011}
}
@phdthesis{DBLP:phd/ndltd/Juba10,
author = {Brendan A. Juba},
title = {Universal semantic communication},
school = {Massachusetts Institute of Technology, Cambridge, MA, {USA}},
year = {2010}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/stoc/JubaS08,
author = {Brendan Juba and
Madhu Sudan},
title = {Universal semantic communication {I}},
booktitle = {{STOC}},
pages = {123--132},
publisher = {{ACM}},
year = {2008}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/icml/Juba06,
author = {Brendan Juba},
title = {Estimating relatedness via data compression},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {441--448},
publisher = {{ACM}},
year = {2006}
}
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