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Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation

29 January 2010

Papers citing "Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation"

31 / 31 papers shown

Title
Uncertainty-Based Non-Parametric Active Peak Detection Praneeth Narayanamurthy U. Mitra 16 0 0 05 May 2022
Disagreement-based Active Learning in Online Settings Boshuang Huang Sudeep Salgia Qing Zhao 77 13 0 19 Apr 2019
Compressive Classification (Machine Learning without learning) V. Schellekens Laurent Jacques SSL 18 6 0 04 Dec 2018
Fundamental Limits of Exact Support Recovery in High Dimensions Zhengyuan Gao Stilian A. Stoev 83 16 0 13 Nov 2018
A Bandit Approach to Multiple Testing with False Discovery Control Kevin Jamieson Lalit P. Jain 81 23 0 06 Sep 2018
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification Dimitris Berberidis G. Giannakis 56 13 0 19 May 2017
Are there needles in a moving haystack? Adaptive sensing for detection of dynamically evolving signals R. Castro Ervin Tánczos 30 0 0 25 Feb 2017
Robust Low-Complexity Randomized Methods for Locating Outliers in Large Matrices Xingguo Li Jarvis Haupt 35 2 0 07 Dec 2016
Leveraging Union of Subspace Structure to Improve Constrained Clustering J. Lipor Laura Balzano 53 17 0 06 Aug 2016
Lower Bounds on Active Learning for Graphical Model Selection Jonathan Scarlett Volkan Cevher 64 8 0 08 Jul 2016
Sketching for Large-Scale Learning of Mixture Models Nicolas Keriven Anthony Bourrier Rémi Gribonval Patrick Pérez 76 75 0 09 Jun 2016
A statistical perspective of sampling scores for linear regression Siheng Chen R. Varma Aarti Singh J. Kovacevic 84 13 0 21 Jul 2015
Minimax Structured Normal Means Inference A. Krishnamurthy TPM 21 5 0 25 Jun 2015
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data Yining Wang Aarti Singh 135 22 0 17 May 2015
Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS) H. Firouzi Alfred Hero B. Rajaratnam 33 6 0 22 Feb 2015
Universal Scheme for Optimal Search and Stop S. Nitinawarat Venugopal V. Veeravalli 66 22 0 16 Dec 2014
On the Power of Adaptivity in Matrix Completion and Approximation A. Krishnamurthy Aarti Singh 90 34 0 14 Jul 2014
Compressed sensing for longitudinal MRI: An adaptive-weighted approach L. Weizman Yonina C. Eldar D. Ben Bashat 104 94 0 10 Jul 2014
Info-Greedy sequential adaptive compressed sensing Gábor Braun Sebastian Pokutta Yao Xie 110 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
Active Learning for Undirected Graphical Model Selection Divyanshu Vats Robert D. Nowak Richard G. Baraniuk 155 8 0 13 Apr 2014
Adaptive Sensing for Estimation of Structured Sparse Signals Ervin Tánczos R. Castro 83 33 0 27 Nov 2013
Near-Optimal Adaptive Compressed Sensing Matthew Malloy Robert D. Nowak 96 164 0 26 Jun 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
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 91 159 0 17 Apr 2013
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension H. Firouzi B. Rajaratnam Alfred Hero 52 15 0 10 Mar 2013
Spatially-adaptive sensing in nonparametric regression Adam D. Bull 63 5 0 02 Jul 2012
Joint Optimization and Variable Selection of High-dimensional Gaussian Processes Bo Chen R. Castro Andreas Krause GP 118 87 0 27 Jun 2012
Adaptive sensing performance lower bounds for sparse signal detection and support estimation R. Castro 397 33 0 04 Jun 2012
Detection boundary in sparse regression Yu. I. Ingster Alexandre B. Tsybakov Nicolas Verzélen 118 0 0 09 Sep 2010