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Animashree Anandkumar, Ph.D.

Affiliations: 
2009 Cornell University, Ithaca, NY, United States 
Area:
Electronics and Electrical Engineering, Computer Science, Statistics
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"Animashree Anandkumar"
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Lang Tong grad student 2009 Cornell
 (Scalable algorithms for distributed statistical inference.)

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Publications

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Agarwal A, Anandkumar A, Netrapalli P. (2017) A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries Ieee Transactions On Information Theory. 63: 575-592
Agarwal A, Anandkumar A, Jain P, et al. (2016) Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Siam Journal On Optimization. 26: 2775-2799
Anandkumar A, Valluvan R. (2013) Learning loopy graphical models with latent variables: Efficient methods and guarantees Annals of Statistics. 41: 401-435
Sattari P, Kurant M, Anandkumar A, et al. (2013) Active learning of multiple source multiple destination topologies 2013 47th Annual Conference On Information Sciences and Systems, Ciss 2013
Anandkumar A, He T, Bisdikian C, et al. (2013) Seeing through black boxes: Tracking transactions through queues under monitoring resource constraints Performance Evaluation. 70: 1090-1110
Anandkumar A, Tan VYF, Huang F, et al. (2012) High-dimensional structure estimation in ising models: Local separation criterion Annals of Statistics. 40: 1346-1375
Liu Y, Chandrasekaran V, Anandkumar A, et al. (2012) Feedback message passing for inference in gaussian graphical models Ieee Transactions On Signal Processing. 60: 4135-4150
Anandkumar A, Valluvan R. (2012) Latent graphical model selection: Efficient methods for locally tree-like graphs Advances in Neural Information Processing Systems. 2: 1043-1051
Anandkumar AJG, Anandkumar A, Lambotharan S, et al. (2011) Robust rate maximization game under bounded channel uncertainty Ieee Transactions On Vehicular Technology. 60: 4471-4486
Tan VYF, Anandkumar A, Tong L, et al. (2011) A large-deviation analysis of the maximum-likelihood learning of markov tree structures Ieee Transactions On Information Theory. 57: 1714-1735
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