| Precision-recall versus accuracy and the role of large data sets B Juba, HS Le Proceedings of the AAAI Conference on Artificial Intelligence 33, 4039-4048, 2019 | 239 | 2019 |
| A theory of goal-oriented communication O Goldreich, B Juba, M Sudan Journal of the ACM (JACM) 59 (2), 8, 2012 | 90 | 2012 |
| Universal semantic communication I B Juba, M Sudan Proceedings of the 40th annual ACM symposium on Theory of computing, 123-132, 2008 | 73 | 2008 |
| Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits M Chakraborty, KYP Chua, S Das, B Juba IJCAI, 2017 | 70 | 2017 |
| Efficient, Safe, and Probably Approximately Complete Learning of Action Models R Stern, B Juba IJCAI, 2017 | 57 | 2017 |
| Compression without a common prior: An information-theoretic justification for ambiguity in language B Juba, AT Kalai, S Khanna, M Sudan Proceedings of the Second Symposium on Innovations in Computer Science (ICS …, 2011 | 36 | 2011 |
| Universal semantic communication B Juba Springer, 2011 | 35 | 2011 |
| Safe Learning of Lifted Action Models B Juba, H Le, R Stern KR, 379-389, 2021 | 34 | 2021 |
| Implicit Learning of Common Sense for Reasoning. B Juba IJCAI, 939-946, 2013 | 34 | 2013 |
| Probabilistic generating circuits H Zhang, B Juba, G Van den Broeck International Conference on Machine Learning, 12447-12457, 2021 | 27 | 2021 |
| Learning abductive reasoning using random examples B Juba Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16), 2016 | 27 | 2016 |
| Principled Sampling for Anomaly Detection. B Juba, C Musco, F Long, S Sidiroglou-Douskos, MC Rinard NDSS, 2015 | 25 | 2015 |
| Learning probably approximately complete and safe action models for stochastic worlds B Juba, R Stern Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9795-9804, 2022 | 23 | 2022 |
| AC0∘ MOD2 lower bounds for the Boolean Inner Product M Cheraghchi, E Grigorescu, B Juba, K Wimmer, N Xie Journal of Computer and System Sciences 97, 45-59, 2018 | 23 | 2018 |
| Estimating relatedness via data compression B Juba Proceedings of the 23rd international conference on Machine learning, 441-448, 2006 | 22 | 2006 |
| Safe Multi-Agent Pathfinding with Time Uncertainty T Shahar, S Shekhar, D Atzmon, A Saffidine, B Juba, R Stern Journal of Artificial Intelligence Research 70, 923–954-923–954, 2021 | 20 | 2021 |
| Implicitly learning to reason in first-order logic V Belle, B Juba Advances in Neural Information Processing Systems, 3381-3391, 2019 | 19 | 2019 |
| On the hardness of simple stochastic games B Juba Master's thesis, CMU, 2005 | 18 | 2005 |
| One network fits all? Modular versus monolithic task formulations in neural networks A Das, A Agarwala, B Juba, R Zhang, R Panigrahy, V Sharan, X Wang ICLR, 2021 | 15* | 2021 |
| Integrated Common Sense Learning and Planning in POMDPs B Juba The Journal of Machine Learning Research, 2016 | 15 | 2016 |
