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Brendan Juba

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Polynomial time auditing of statistical subgroup fairness for Gaussian data

Jan 27, 2024
Daniel Hsu, Jizhou Huang, Brendan Juba

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Learnability with PAC Semantics for Multi-agent Beliefs

Jun 08, 2023
Ionela G. Mocanu, Vaishak Belle, Brendan Juba

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Hardness of Maximum Likelihood Learning of DPPs

May 26, 2022
Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie

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An Example of the SAM+ Algorithm for Learning Action Models for Stochastic Worlds

Mar 23, 2022
Brendan Juba, Roni Stern

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Provable Hierarchical Lifelong Learning with a Sketch-based Modular Architecture

Dec 21, 2021
Zihao Deng, Zee Fryer, Brendan Juba, Rina Panigrahy, Xin Wang

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Conditional Linear Regression for Heterogeneous Covariances

Nov 15, 2021
Brendan Juba, Leda Liang

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Polynomial Time Reinforcement Learning in Correlated FMDPs with Linear Value Functions

Jul 12, 2021
Siddartha Devic, Zihao Deng, Brendan Juba

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Safe Learning of Lifted Action Models

Jul 09, 2021
Brendan Juba, Hai S. Le, Roni Stern

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One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks

Mar 29, 2021
Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang

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Probabilistic Generating Circuits

Feb 19, 2021
Honghua Zhang, Brendan Juba, Guy Van den Broeck

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