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IEEE Transactions on Information Theory
Results: 223

#	Item
171	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 57, NO. 6, JUNE[removed]Simultaneous Support Recovery in High Dimensions: Benefits and Perils of Block `1=` -Regularization Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2011-05-25 18:43:44 Estimation theory Machine learning Numerical linear algebra Regularization Linear regression Sparse approximation Matrix Tikhonov regularization Least squares Statistics Regression analysis Econometrics
172	5728 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 55, NO. 12, DECEMBER 2009 Information-Theoretic Limits on Sparsity Recovery in the High-Dimensional and Noisy Setting Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2009-12-07 16:05:46 Probability theory Regression analysis Data analysis Numerical linear algebra Mathematical physics Normal distribution Sparse approximation Matrix Random variable Statistics Mathematics Algebra
173	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 54, NO. 7, JULY[removed]requiring the storage of O (d) cells. Since each cell has j6j + 1 entries, the space complexity is in O(min(d2 j6j log r; d(n 0 d)j6j log j6j)) bits. Th Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2008-06-21 17:55:38 Vehicle Identification Number Kullback–Leibler divergence Statistics Digital signal processing Quantization
174	1120 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 49, NO. 5, MAY 2003 Tree-Based Reparameterization Framework for Analysis of Sum-Product and Related Algorithms Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2003-05-25 16:25:43 Statistical models Spanning tree Belief propagation Coding theory Factor graph Tree decomposition Tree Bayesian network Clique Graph theory Graphical models Bayesian statistics
175	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 56, NO. 9, SEPTEMBER[removed]Network Coding for Distributed Storage Systems Alexandros G. Dimakis, Member, IEEE, P. Brighten Godfrey, Student Member, IEEE, Yunnan Wu, Memb Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2010-08-17 20:00:59 Fault-tolerant computer systems Error detection and correction Distributed data storage Network coding Wireless sensor network Erasure code Peer-to-peer Routing Information theory Coding theory Computing Information
176	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 51, NO. 7, JULY[removed]A New Class of Upper Bounds on the Log Partition Function Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2005-08-15 12:26:48 Spanning tree Graphical models Probability theory Minimum spanning tree NP-complete problems Belief propagation Tree decomposition Connectivity Markov random field Graph theory Mathematics Theoretical computer science
177	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 56, NO. 6, JUNE[removed]Information-Theoretic Limits on Sparse Signal Recovery: Dense versus Sparse Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2010-05-20 21:04:54 Communication Probability theory Numerical linear algebra Information theory Sparse approximation Normal distribution Matrix Estimation theory Entropy Statistics Probability and statistics Applied mathematics
178	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 56, NO. 11, NOVEMBER[removed]Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2010-11-03 13:13:21 Statistical inference Kullback–Leibler divergence Estimator Normal distribution Consistent estimator M-estimator Divergence F-divergence Bregman divergence Statistics Estimation theory Statistical theory
179	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 55, NO. 5, MAY[removed]Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using `1-Constrained Quadratic Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2009-11-08 19:17:59 Mathematical optimization Estimation theory Linear algebra Numerical linear algebra Sparse approximation Least squares Normal distribution Regularization Compressed sensing Statistics Regression analysis Mathematics
180	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 58, NO. 5, MAY[removed]Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-05-10 11:53:02 Convex analysis Operations research Convex optimization Convex function Lipschitz continuity Computational complexity theory Oracle machine Stochastic gradient descent PP Mathematical optimization Mathematical analysis Mathematics

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