☰

Animashree Anandkumar, Ph.D. - Publications

Affiliations: 
2009 Cornell University, Ithaca, NY, United States 
Area:
Electronics and Electrical Engineering, Computer Science, Statistics
Tree Info Similar researchers PubMed Report error

28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Agarwal A, Anandkumar A, Netrapalli P. A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries Ieee Transactions On Information Theory. 63: 575-592. DOI: 10.1109/Tit.2016.2614684  0.307
2016 Agarwal A, Anandkumar A, Jain P, Netrapalli P. Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Siam Journal On Optimization. 26: 2775-2799. DOI: 10.1137/140979861  0.357
2013 Anandkumar A, Valluvan R. Learning loopy graphical models with latent variables: Efficient methods and guarantees Annals of Statistics. 41: 401-435. DOI: 10.1214/12-Aos1070  0.433
2013 Sattari P, Kurant M, Anandkumar A, Markopoulou A, Rabbat M. Active learning of multiple source multiple destination topologies 2013 47th Annual Conference On Information Sciences and Systems, Ciss 2013. DOI: 10.1109/Tsp.2014.2304431  0.301
2013 Anandkumar A, He T, Bisdikian C, Agrawal D. Seeing through black boxes: Tracking transactions through queues under monitoring resource constraints Performance Evaluation. 70: 1090-1110. DOI: 10.1016/J.Peva.2013.08.003  0.477
2012 Anandkumar A, Tan VYF, Huang F, Willsky AS. High-dimensional structure estimation in ising models: Local separation criterion Annals of Statistics. 40: 1346-1375. DOI: 10.1214/12-Aos1009  0.413
2012 Liu Y, Chandrasekaran V, Anandkumar A, Willsky AS. Feedback message passing for inference in gaussian graphical models Ieee Transactions On Signal Processing. 60: 4135-4150. DOI: 10.1109/Tsp.2012.2195656  0.429
2012 Anandkumar A, Valluvan R. Latent graphical model selection: Efficient methods for locally tree-like graphs Advances in Neural Information Processing Systems. 2: 1043-1051.  0.34
2011 Anandkumar AJG, Anandkumar A, Lambotharan S, Chambers JA. Robust rate maximization game under bounded channel uncertainty Ieee Transactions On Vehicular Technology. 60: 4471-4486. DOI: 10.1109/Tvt.2011.2171011  0.368
2011 Tan VYF, Anandkumar A, Tong L, Willsky AS. A large-deviation analysis of the maximum-likelihood learning of markov tree structures Ieee Transactions On Information Theory. 57: 1714-1735. DOI: 10.1109/Tit.2011.2104513  0.583
2011 Anandkumar A, Michael N, Tang AK, Swami A. Distributed algorithms for learning and cognitive medium access with logarithmic regret Ieee Journal On Selected Areas in Communications. 29: 731-745. DOI: 10.1109/Jsac.2011.110406  0.378
2011 Anandkumar A, Hassidim A, Kelner J. Topology discovery of sparse random graphs with few participants Performance Evaluation Review. 39: 293-304. DOI: 10.1002/Rsa.20420  0.374
2010 Tan VYF, Anandkumar A, Willsky AS. Learning gaussian tree models: Analysis of error exponents and extremal structures Ieee Transactions On Signal Processing. 58: 2701-2714. DOI: 10.1109/Tsp.2010.2042478  0.429
2010 Liu Y, Chandrasekaran V, Anandkumar A, Willsky AS. Feedback message passing for inference in Gaussian graphical models Ieee International Symposium On Information Theory - Proceedings. 1683-1687. DOI: 10.1109/ISIT.2010.5513321  0.312
2010 Anandkumar AJG, Anandkumar A, Lambotharan S, Chambers J. Robust rate-maximization game under bounded channel uncertainty Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3158-3161. DOI: 10.1109/ICASSP.2010.5496066  0.303
2009 Anandkumar A, Tong L, Swami A. Detection of Gauss-Markov random fields with nearest-neighbor dependency Ieee Transactions On Information Theory. 55: 816-827. DOI: 10.1109/Tit.2008.2009855  0.571
2009 Anandkumar A, Yukich JE, Tong L, Swami A. Energy scaling laws for distributed inference in random fusion networks Ieee Journal On Selected Areas in Communications. 27: 1203-1217. DOI: 10.1109/Jsac.2009.090916  0.561
2009 Anandkumar A, Wang M, Tong L, Swami A. Prize-collecting data fusion for cost-performance tradeoff in distributed inference Proceedings - Ieee Infocom. 2150-2158. DOI: 10.1109/INFCOM.2009.5062139  0.405
2008 Anandkumar A, Tong L, Swami A. Optimal node density for detection in energy-constrained random networks Ieee Transactions On Signal Processing. 56: 5232-5245. DOI: 10.1109/Tsp.2008.928514  0.582
2008 Anandkumar A, Tong L, Swami A. Distributed estimation via random access Ieee Transactions On Information Theory. 54: 3175-3181. DOI: 10.1109/Tit.2008.924652  0.591
2008 Anandkumar A, Tong L, Swami A, Ephremides A. Cost-performance tradeoff in multi-hop aggregation for statistical inference Ieee International Symposium On Information Theory - Proceedings. 662-666. DOI: 10.1109/ISIT.2008.4595069  0.43
2008 Anandkumar A, Tong L, Swamit A, Ephremides A. Minimum cost data aggregation with localized processing for statistical inference Proceedings - Ieee Infocom. 1454-1462. DOI: 10.1109/INFOCOM.2007.129  0.319
2007 Anandkumar A, Tong L. Type-based random access for distributed detection over multiaccess fading channels Ieee Transactions On Signal Processing. 55: 5032-5043. DOI: 10.1109/Tsp.2007.896302  0.582
2007 Anandkumar A, Tong L, Swami A. Detection of Gauss-Markov random field on nearest-neighbor graph Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3. DOI: 10.1109/ICASSP.2007.366808  0.358
2007 Anandkumar A, Tong L, Swami A. Energy efficient routing for statistical inference of Markov random fields Forty-First Annual Conference On Information Sciences and Systems, Ciss 2007 - Proceedings. 643-648. DOI: 10.1109/CISS.2007.4298386  0.413
2007 Anandkumar A, Tong L. Distributed statistical inference using type based random access over multi-access fading channels 2006 Ieee Conference On Information Sciences and Systems, Ciss 2006 - Proceedings. 38-43. DOI: 10.1109/CISS.2006.286427  0.379
2007 Anandkumar A, Tong L, Swami A. Detection of gauss-markov random fields under routing energy constraint 45th Annual Allerton Conference On Communication, Control, and Computing 2007. 2: 1234-1238.  0.357
2006 Anandkumar A, Tong L. A large deviation analysis of detection over multi-access channels with random number of sensors Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4.  0.353
Show low-probability matches.