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Autonomous Blimp Control using Deep Reinforcement Learning


Sep 27, 2021
Yu Tang Liu, Eric Price, Pascal Goldschmid, Michael J. Black, Aamir Ahmad


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Robust Compressed Sensing MRI with Deep Generative Priors


Aug 03, 2021
Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir


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Fairness for Image Generation with Uncertain Sensitive Attributes


Jul 02, 2021
Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alexandros G. Dimakis, Eric Price


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Instance-Optimal Compressed Sensing via Posterior Sampling


Jun 21, 2021
Ajil Jalal, Sushrut Karmalkar, Alexandros G. Dimakis, Eric Price


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L1 Regression with Lewis Weights Subsampling


May 19, 2021
Aditya Parulekar, Advait Parulekar, Eric Price


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Linear Bandit Algorithms with Sublinear Time Complexity


Mar 03, 2021
Shuo Yang, Tongzheng Ren, Sanjay Shakkottai, Eric Price, Inderjit S. Dhillon, Sujay Sanghavi


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Simulation and Control of Deformable Autonomous Airships in Turbulent Wind


Dec 31, 2020
Eric Price, Yu Tang Liu, Michael J. Black, Aamir Ahmad

* 12 pages, 9 figures 

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Near-Optimal Learning of Tree-Structured Distributions by Chow-Liu


Nov 09, 2020
Arnab Bhattacharyya, Sutanu Gayen, Eric Price, N. V. Vinodchandran

* 29 pages, 3 figures 

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Optimal Testing of Discrete Distributions with High Probability


Sep 14, 2020
Ilias Diakonikolas, Themis Gouleakis, Daniel M. Kane, John Peebles, Eric Price


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Lower Bounds for Compressed Sensing with Generative Models


Dec 06, 2019
Akshay Kamath, Sushrut Karmalkar, Eric Price


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Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering


Nov 19, 2019
Ilias Diakonikolas, Sushrut Karmalkar, Daniel Kane, Eric Price, Alistair Stewart


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Active Perception based Formation Control for Multiple Aerial Vehicles


Jan 23, 2019
Rahul Tallamraju, Eric Price, Roman Ludwig, Kamalakar Karlapalem, Heinrich H. B├╝lthoff, Michael J. Black, Aamir Ahmad

* 10 pages, 10 Figures 

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Adversarial Examples from Cryptographic Pseudo-Random Generators


Nov 15, 2018
S├ębastien Bubeck, Yin Tat Lee, Eric Price, Ilya Razenshteyn

* 4 pages, no figures 

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Compressed Sensing with Adversarial Sparse Noise via L1 Regression


Sep 24, 2018
Sushrut Karmalkar, Eric Price


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Compressed Sensing with Deep Image Prior and Learned Regularization


Jun 17, 2018
David Van Veen, Ajil Jalal, Eric Price, Sriram Vishwanath, Alexandros G. Dimakis


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Adversarial examples from computational constraints


May 25, 2018
S├ębastien Bubeck, Eric Price, Ilya Razenshteyn

* 19 pages, 1 figure 

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Stochastic Multi-armed Bandits in Constant Space


May 16, 2018
David Liau, Eric Price, Zhao Song, Ger Yang

* AISTATS 2018 

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Active Regression via Linear-Sample Sparsification


Apr 11, 2018
Xue Chen, Eric Price


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Deep Neural Network-based Cooperative Visual Tracking through Multiple Micro Aerial Vehicles


Feb 05, 2018
Eric Price, Guilherme Lawless, Heinrich H. B├╝lthoff, Michael Black, Aamir Ahmad


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Robust polynomial regression up to the information theoretic limit


Aug 10, 2017
Daniel Kane, Sushrut Karmalkar, Eric Price

* 19 Pages. To appear in FOCS 2017 

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Sample-Optimal Identity Testing with High Probability


Aug 09, 2017
Ilias Diakonikolas, Themis Gouleakis, John Peebles, Eric Price


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Fast Regression with an $\ell_\infty$ Guarantee


May 30, 2017
Eric Price, Zhao Song, David P. Woodruff

* ICALP 2017 

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Compressed Sensing using Generative Models


Mar 09, 2017
Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis


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Collision-based Testers are Optimal for Uniformity and Closeness


Nov 11, 2016
Ilias Diakonikolas, Themis Gouleakis, John Peebles, Eric Price


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Extensions and Limitations of the Neural GPU


Nov 04, 2016
Eric Price, Wojciech Zaremba, Ilya Sutskever


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Equality of Opportunity in Supervised Learning


Oct 07, 2016
Moritz Hardt, Eric Price, Nathan Srebro


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Tight bounds for learning a mixture of two gaussians


May 17, 2015
Moritz Hardt, Eric Price

* STOC 2015 

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The Noisy Power Method: A Meta Algorithm with Applications


Feb 03, 2015
Moritz Hardt, Eric Price

* NIPS 2014 

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