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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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* 30 pages, 1 figure 

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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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* 30 pages, 6 figures 

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Probabilistic Generating Circuits


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

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Learning Implicitly with Noisy Data in Linear Arithmetic


Oct 23, 2020
Alexander Philipp Rader, Ionela G. Mocanu, Vaishak Belle, Brendan Juba

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List Learning with Attribute Noise


Jun 11, 2020
Mahdi Cheraghchi, Elena Grigorescu, Brendan Juba, Karl Wimmer, Ning Xie

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