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What Are Bayesian Neural Network Posteriors Really Like?


Apr 29, 2021
Pavel Izmailov, Sharad Vikram, Matthew D. Hoffman, Andrew Gordon Wilson


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How to pick the domain randomization parameters for sim-to-real transfer of reinforcement learning policies?


Mar 28, 2019
Quan Vuong, Sharad Vikram, Hao Su, Sicun Gao, Henrik I. Christensen

* 2-page extended abstract 

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SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning


Feb 20, 2019
Marvin Zhang, Sharad Vikram, Laura Smith, Pieter Abbeel, Matthew J. Johnson, Sergey Levine

* under review for ICML 2019 

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The LORACs prior for VAEs: Letting the Trees Speak for the Data


Oct 16, 2018
Sharad Vikram, Matthew D. Hoffman, Matthew J. Johnson


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SOLAR: Deep Structured Latent Representations for Model-Based Reinforcement Learning


Aug 28, 2018
Marvin Zhang, Sharad Vikram, Laura Smith, Pieter Abbeel, Matthew J. Johnson, Sergey Levine


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Interactive Bayesian Hierarchical Clustering


Apr 27, 2016
Sharad Vikram, Sanjoy Dasgupta


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Generative Concatenative Nets Jointly Learn to Write and Classify Reviews


Apr 07, 2016
Zachary C. Lipton, Sharad Vikram, Julian McAuley


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