| 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 | 139 | 2019 |
| A theory of goal-oriented communication O Goldreich, B Juba, M Sudan Journal of the ACM (JACM) 59 (2), 8, 2012 | 69 | 2012 |
| Universal semantic communication I B Juba, M Sudan Proceedings of the 40th annual ACM symposium on Theory of computing, 123-132, 2008 | 55 | 2008 |
| Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits M Chakraborty, KYP Chua, S Das, B Juba IJCAI, 2017 | 53 | 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 | 35 | 2011 |
| Universal semantic communication B Juba Springer, 2011 | 34 | 2011 |
| Efficient, Safe, and Probably Approximately Complete Learning of Action Models R Stern, B Juba IJCAI, 2017 | 32 | 2017 |
| Implicit Learning of Common Sense for Reasoning. B Juba IJCAI, 939-946, 2013 | 28 | 2013 |
| Learning abductive reasoning using random examples B Juba Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16), 2016 | 27 | 2016 |
| 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 | 22 | 2018 |
| Principled Sampling for Anomaly Detection. B Juba, C Musco, F Long, S Sidiroglou-Douskos, MC Rinard NDSS, 2015 | 22 | 2015 |
| Universal semantic communication II: A theory of goal-oriented communication B Juba, M Sudan Electronic Colloquium on Computational Complexity (ECCC) 15 (095), 2008 | 18 | 2008 |
| Estimating relatedness via data compression B Juba Proceedings of the 23rd international conference on Machine learning, 441-448, 2006 | 18 | 2006 |
| On the hardness of simple stochastic games B Juba Master's thesis, CMU, 2005 | 18 | 2005 |
| Efficient semantic communication via compatible beliefs B Juba, M Sudan Proceedings of the Second Symposium on Innovations in Computer Science (ICS …, 2011 | 16 | 2011 |
| Integrated Common Sense Learning and Planning in POMDPs B Juba The Journal of Machine Learning Research, 2016 | 14 | 2016 |
| Conditional Sparse Linear Regression B Juba ITCS, 2017 | 12 | 2017 |
| Implicitly learning to reason in first-order logic V Belle, B Juba Advances in Neural Information Processing Systems, 3381-3391, 2019 | 11 | 2019 |
| An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction. M Zhang, T Mathew, BA Juba AAAI, 1257-1265, 2017 | 11 | 2017 |
| Safe Learning of Lifted Action Models B Juba, H Le, R Stern | 10 | 2021 |
