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Near-Optimal Adaptive Compressed Sensing

26 June 2013

Papers citing "Near-Optimal Adaptive Compressed Sensing"

30 / 30 papers shown

Title
Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling Noam Elata T. Michaeli Michael Elad DiffM MedIm 65 9 0 11 Jul 2024
Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems Gianluigi Silvestri F. V. Massoli Tribhuvanesh Orekondy Afshin Abdi Arash Behboodi 72 0 0 10 Jul 2024
Active Learning of Piecewise Gaussian Process Surrogates Chiwoo Park R. Waelder Bonggwon Kang Benji Maruyama Soondo Hong R. Gramacy GP 89 2 0 20 Jan 2023
The Role of Interactivity in Structured Estimation Jayadev Acharya C. Canonne Ziteng Sun Himanshu Tyagi 65 10 0 14 Mar 2022
Multi-Agent Active Search using Detection and Location Uncertainty Arundhati Banerjee Ramina Ghods J. Schneider 57 3 0 09 Mar 2022
RL-NCS: Reinforcement learning based data-driven approach for nonuniform compressed sensing Nazmul Karim Alireza Zaeemzadeh Nazanin Rahnavard 74 5 0 02 Jul 2021
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions Chiwoo Park 28 0 0 13 Apr 2021
Active Structure Learning of Bayesian Networks in an Observational Setting Noa Ben-David Sivan Sabato 54 4 0 25 Mar 2021
Multi-Agent Active Search using Realistic Depth-Aware Noise Model Ramina Ghods W. Durkin J. Schneider 66 15 0 09 Nov 2020
Asynchronous Multi Agent Active Search Ramina Ghods A. Banerjee J. Schneider 67 1 0 25 Jun 2020
Low Complexity Sequential Search with Size-Dependent Measurement Noise Sung-En Chiu T. Javidi 65 0 0 15 May 2020
Efficient active learning of sparse halfspaces with arbitrary bounded noise Chicheng Zhang Jie Shen Pranjal Awasthi 107 44 0 12 Feb 2020
Sequential Adaptive Design for Jump Regression Estimation Chiwoo Park P. Qiu Jennifer Carpena-Núñez Rahul Rao Michael Susner Benji Maruyama 35 11 0 02 Apr 2019
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling Shanshan Wu A. Dimakis Sujay Sanghavi Felix X. Yu D. Holtmann-Rice Dmitry Storcheus Afshin Rostamizadeh Sanjiv Kumar SSL 74 53 0 26 Jun 2018
Measurement-Adaptive Sparse Image Sampling and Recovery Ali Taimori F. Marvasti 21 16 0 09 Jun 2017
Image Restoration from Patch-based Compressed Sensing Measurement Guangtao Nie Ying Fu Yinqiang Zheng Hua Huang 112 10 0 02 Jun 2017
Active Search for Sparse Signals with Region Sensing Yifei Ma Roman Garnett J. Schneider 69 13 0 02 Dec 2016
Active Learning Algorithms for Graphical Model Selection Gautam Dasarathy Aarti Singh Maria-Florina Balcan Jonghyuk Park 167 25 0 01 Feb 2016
Sequential Information Guided Sensing Ruiyang Song Yao Xie Sebastian Pokutta 64 0 0 01 Sep 2015
A Deep Learning Approach to Structured Signal Recovery Ali Mousavi Ankit B. Patel Richard G. Baraniuk 84 445 0 17 Aug 2015
On Convolutional Approximations to Linear Dimensionality Reduction Operators for Large Scale Data Processing Swayambhoo Jain Jarvis Haupt 43 2 0 25 Feb 2015
Sequential Sensing with Model Mismatch Ruiyang Song Yao Xie Sebastian Pokutta 54 1 0 26 Jan 2015
Adaptive Compressed Sensing for Support Recovery of Structured Sparse Sets R. Castro Ervin Tánczos 23 5 0 16 Oct 2014
Info-Greedy sequential adaptive compressed sensing Gábor Braun Sebastian Pokutta Yao Xie 112 34 0 02 Jul 2014
Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling Xingguo Li Jarvis Haupt 126 59 0 01 Jul 2014
Information-Theoretic Bounds for Adaptive Sparse Recovery Cem Aksoylar Venkatesh Saligrama 95 11 0 24 Feb 2014
Adaptive Sensing for Estimation of Structured Sparse Signals Ervin Tánczos R. Castro 83 33 0 27 Nov 2013
On the Fundamental Limits of Recovering Tree Sparse Vectors from Noisy Linear Measurements Akshay Soni Jarvis Haupt 118 22 0 18 Jun 2013
Recovering Graph-Structured Activations using Adaptive Compressive Measurements A. Krishnamurthy James Sharpnack Aarti Singh 121 21 0 01 May 2013
Recovering Block-structured Activations Using Compressive Measurements Sivaraman Balakrishnan Mladen Kolar Alessandro Rinaldo Aarti Singh 122 22 0 15 Sep 2012