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From Optimizing Engagement to Measuring Value

Aug 21, 2020
Smitha Milli, Luca Belli, Moritz Hardt


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Reward-rational (implicit) choice: A unifying formalism for reward learning

Feb 12, 2020
Hong Jun Jeon, Smitha Milli, Anca D. Dragan


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Value-laden Disciplinary Shifts in Machine Learning

Dec 03, 2019
Ravit Dotan, Smitha Milli

* Accepted to FAT* 2020 

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Strategic Adaptation to Classifiers: A Causal Perspective

Nov 01, 2019
John Miller, Smitha Milli, Moritz Hardt


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Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning

Mar 09, 2019
Smitha Milli, Anca D. Dragan


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The Social Cost of Strategic Classification

Aug 25, 2018
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt


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Model Reconstruction from Model Explanations

Jul 13, 2018
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt


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Interpretable and Pedagogical Examples

Feb 14, 2018
Smitha Milli, Pieter Abbeel, Igor Mordatch


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Inverse Reward Design

Nov 08, 2017
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart Russell, Anca Dragan

* Advances in Neural Information Processing Systems 30 (NIPS 2017) 

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Should Robots be Obedient?

May 28, 2017
Smitha Milli, Dylan Hadfield-Menell, Anca Dragan, Stuart Russell

* Accepted to IJCAI 2017 

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