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Brendan Juba
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Publications
- 2024
- [c48]Hai S. Le, Brendan Juba, Roni Stern:
Learning Safe Action Models with Partial Observability. AAAI 2024: 20159-20167 - [i36]Argaman Mordoch, Enrico Scala, Roni Stern, Brendan Juba:
Safe Learning of PDDL Domains with Conditional Effects - Extended Version. CoRR abs/2403.15251 (2024) - 2023
- [c46]Argaman Mordoch, Brendan Juba, Roni Stern:
Learning Safe Numeric Action Models. AAAI 2023: 12079-12086 - [i34]Argaman Mordoch, Shahaf S. Shperberg, Roni Stern, Brendan Juba:
Enhancing Numeric-SAM for Learning with Few Observations. CoRR abs/2312.10705 (2023) - 2022
- [c44]Brendan Juba, Roni Stern:
Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds. AAAI 2022: 9795-9804 - [c42]Zihao Deng, Siddartha Devic, Brendan Juba:
Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions. AISTATS 2022: 11280-11304 - [c40]Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
Hardness of Maximum Likelihood Learning of DPPs. COLT 2022: 3800-3819 - [i32]Brendan Juba, Roni Stern:
An Example of the SAM+ Algorithm for Learning Action Models for Stochastic Worlds. CoRR abs/2203.12499 (2022) - [i31]Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
Hardness of Maximum Likelihood Learning of DPPs. CoRR abs/2205.12377 (2022) - [i29]Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
Hardness of Maximum Likelihood Learning of DPPs. Electron. Colloquium Comput. Complex. TR22 (2022) - 2021
- [j6]Tomer Shahar, Shashank Shekhar, Dor Atzmon, Abdallah Saffidine, Brendan Juba, Roni Stern:
Safe Multi-Agent Pathfinding with Time Uncertainty. J. Artif. Intell. Res. 70: 923-954 (2021) - [c39]Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
List Learning with Attribute Noise. AISTATS 2021: 2215-2223 - [c38]Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang:
One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks. ICLR 2021 - [c35]Brendan Juba, Hai S. Le, Roni Stern:
Safe Learning of Lifted Action Models. KR 2021: 379-389 - [i27]Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang:
One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks. CoRR abs/2103.15261 (2021) - [i26]Brendan Juba, Hai S. Le, Roni Stern:
Safe Learning of Lifted Action Models. CoRR abs/2107.04169 (2021) - [i25]Siddartha Devic, Zihao Deng, Brendan Juba:
Polynomial Time Reinforcement Learning in Correlated FMDPs with Linear Value Functions. CoRR abs/2107.05187 (2021) - [i23]Zihao Deng, Zee Fryer, Brendan Juba, Rina Panigrahy, Xin Wang:
Provable Hierarchical Lifelong Learning with a Sketch-based Modular Architecture. CoRR abs/2112.10919 (2021) - 2020
- [i22]Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
List Learning with Attribute Noise. CoRR abs/2006.06850 (2020) - 2019
- [j5]Mark Braverman, Brendan Juba:
The Price of Uncertain Priors in Source Coding. IEEE Trans. Inf. Theory 65(2): 1165-1171 (2019) - [c30]Roni Stern, Brendan Juba:
Safe Partial Diagnosis from Normal Observations. AAAI 2019: 3084-3091 - [c29]Brendan Juba, Hai S. Le:
Precision-Recall versus Accuracy and the Role of Large Data Sets. AAAI 2019: 4039-4048 - [c27]John Hainline, Brendan Juba, Hai S. Le, David P. Woodruff:
Conditional Sparse $L_p$-norm Regression With Optimal Probability. AISTATS 2019: 1042-1050 - 2018
- [j4]Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
AC0∘MOD2 lower bounds for the Boolean Inner Product. J. Comput. Syst. Sci. 97: 45-59 (2018) - [i17]John Hainline, Brendan Juba, Hai S. Le, David P. Woodruff:
Conditional Sparse 𝓁p-norm Regression With Optimal Probability. CoRR abs/1806.10222 (2018) - [i15]Mark Braverman, Brendan Juba:
The Price of Uncertain Priors in Source Coding. CoRR abs/1811.08976 (2018) - 2017
- [c17]Roni Stern, Brendan Juba:
Efficient, Safe, and Probably Approximately Complete Learning of Action Models. IJCAI 2017: 4405-4411 - [i13]Roni Stern, Brendan Juba:
Efficient, Safe, and Probably Approximately Complete Learning of Action Models. CoRR abs/1705.08961 (2017) - 2016
- [c14]Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
AC^0 o MOD_2 Lower Bounds for the Boolean Inner Product. ICALP 2016: 35:1-35:14 - 2015
- [c13]Mark Braverman, Brendan Juba:
The price of uncertainty in communication. Allerton 2015: 924-927 - [c11]Brendan Juba, Christopher Musco, Fan Long, Stelios Sidiroglou-Douskos, Martin C. Rinard:
Principled Sampling for Anomaly Detection. NDSS 2015 - [i10]Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie:
AC0 \circ MOD2 lower bounds for the Boolean Inner Product. Electron. Colloquium Comput. Complex. TR15 (2015) - 2013
- [c9]Brendan Juba, Ryan Williams:
Massive online teaching to bounded learners. ITCS 2013: 1-10 - 2012
- [j2]Oded Goldreich, Brendan Juba, Madhu Sudan:
A theory of goal-oriented communication. J. ACM 59(2): 8:1-8:65 (2012) - [i6]Brendan Juba, Ryan Williams:
Massive Online Teaching to Bounded Learners. Electron. Colloquium Comput. Complex. TR12 (2012) - 2011
- [c7]Brendan Juba, Santosh S. Vempala:
Semantic Communication for Simple Goals Is Equivalent to On-line Learning. ALT 2011: 277-291 - [c6]Brendan Juba, Madhu Sudan:
Efficient Semantic Communication via Compatible Beliefs. ICS 2011: 22-31 - [c5]Brendan Juba, Adam Tauman Kalai, Sanjeev Khanna, Madhu Sudan:
Compression without a common prior: an information-theoretic justification for ambiguity in language. ICS 2011: 79-86 - [c4]Oded Goldreich, Brendan Juba, Madhu Sudan:
A theory of goal-oriented communication. PODC 2011: 299-300 - 2010
- [i5]Brendan Juba, Madhu Sudan:
Efficient Semantic Communication via Compatible Beliefs. Electron. Colloquium Comput. Complex. TR10 (2010) - 2009
- [i3]Oded Goldreich, Brendan Juba, Madhu Sudan:
A Theory of Goal-Oriented Communication. Electron. Colloquium Comput. Complex. TR09 (2009) - 2008
- [c2]Brendan Juba, Madhu Sudan:
Universal semantic communication I. STOC 2008: 123-132 - [i2]Brendan Juba, Madhu Sudan:
Universal Semantic Communication II: A Theory of Goal-Oriented Communication. Electron. Colloquium Comput. Complex. TR08 (2008) - 2007
- [i1]Brendan Juba, Madhu Sudan:
Universal Semantic Communication I. Electron. Colloquium Comput. Complex. TR07 (2007)
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last updated on 2024-04-10 21:00 CEST by the dblp team
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