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Publications by Animashree Anandkumar
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization
SIAM Journal on Optimization
Theoretical Computer Science
Software
Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures
IEEE Transactions on Signal Processing
Electronic Engineering
Signal Processing
Electrical
Active Learning of Multiple Source Multiple Destination Topologies
IEEE Transactions on Signal Processing
Electronic Engineering
Signal Processing
Electrical
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures
IEEE Transactions on Information Theory
Computer Science Applications
Information Systems
Library
Information Sciences
High Dimensional Learning
Detection of Gauss-Markov Random Fields With Nearest-Neighbor Dependency
Distributed Estimation via Random Access
IEEE Transactions on Information Theory
Computer Science Applications
Information Systems
Library
Information Sciences
Non-Intrusive Transaction Monitoring Using System Logs