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Picture for Karl Krauth

Do Offline Metrics Predict Online Performance in Recommender Systems?


Nov 07, 2020
Karl Krauth, Sarah Dean, Alex Zhao, Wenshuo Guo, Mihaela Curmei, Benjamin Recht, Michael I. Jordan


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Exploration in two-stage recommender systems


Sep 01, 2020
Jiri Hron, Karl Krauth, Michael I. Jordan, Niki Kilbertus

* Published at the REVEAL 2020 workshop (RecSys 2020) 

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The Effect of Natural Distribution Shift on Question Answering Models


Apr 29, 2020
John Miller, Karl Krauth, Benjamin Recht, Ludwig Schmidt


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Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator


May 30, 2019
Karl Krauth, Stephen Tu, Benjamin Recht


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Generic Inference in Latent Gaussian Process Models


Nov 05, 2018
Edwin V. Bonilla, Karl Krauth, Amir Dezfouli

* 61 pages 

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AutoGP: Exploring the Capabilities and Limitations of Gaussian Process Models


Mar 06, 2017
Karl Krauth, Edwin V. Bonilla, Kurt Cutajar, Maurizio Filippone

* Edited results on RECTANGLES-IMAGE and related comments; minor additional edits 

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