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Benjamin Recht

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Robust Guarantees for Perception-Based Control

Jul 08, 2019
Sarah Dean, Nikolai Matni, Benjamin Recht, Vickie Ye

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A systematic framework for natural perturbations from videos

Jun 05, 2019
Vaishaal Shankar, Achal Dave, Rebecca Roelofs, Deva Ramanan, 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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Model Similarity Mitigates Test Set Overuse

May 29, 2019
Horia Mania, John Miller, Ludwig Schmidt, Moritz Hardt, Benjamin Recht

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Certainty Equivalent Control of LQR is Efficient

Feb 21, 2019
Horia Mania, Stephen Tu, Benjamin Recht

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Do ImageNet Classifiers Generalize to ImageNet?

Feb 13, 2019
Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt, Vaishaal Shankar

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Learning Linear Dynamical Systems with Semi-Parametric Least Squares

Feb 02, 2019
Max Simchowitz, Ross Boczar, Benjamin Recht

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The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint

Dec 09, 2018
Stephen Tu, Benjamin Recht

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Massively Parallel Hyperparameter Tuning

Oct 17, 2018
Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Moritz Hardt, Benjamin Recht, Ameet Talwalkar

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Minimax Lower Bounds for $\mathcal{H}_\infty$-Norm Estimation

Sep 28, 2018
Stephen Tu, Ross Boczar, Benjamin Recht

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