Venkatesh Saligrama - Publications

Affiliations: 
Boston University, Boston, MA, United States 
Area:
Electronics and Electrical Engineering, Computer Science, Statistics

71 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
2021 Staziaki PV, Wu D, Rayan JC, Santo IDO, Nan F, Maybury A, Gangasani N, Benador I, Saligrama V, Scalera J, Anderson SW. Machine learning combining CT findings and clinical parameters improves prediction of length of stay and ICU admission in torso trauma. European Radiology. PMID 33475772 DOI: 10.1007/s00330-020-07534-w  0.76
2017 Zhang Z, Liu Y, Chen X, Zhu Y, Cheng MM, Saligrama V, Torr PHS. Sequential Optimization for Efficient High-Quality Object Proposal Generation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28541893 DOI: 10.1109/Tpami.2017.2707492  0.32
2016 Quevedo D, Frasca P, Zelazo D, Como G, Saligrama V, Mo Y. Technical Committee on Networks and Communication Systems [Technical Activities] Ieee Control Systems. 36: 13-15. DOI: 10.1109/MCS.2016.2558304  1
2016 Ding W, Ishwar P, Saligrama V. A Provably Efficient Algorithm for Separable Topic Discovery Ieee Journal On Selected Topics in Signal Processing. 10: 712-725. DOI: 10.1109/Jstsp.2016.2555240  1
2015 Dai W, Brisimi TS, Adams WG, Mela T, Saligrama V, Paschalidis ICh. Prediction of hospitalization due to heart diseases by supervised learning methods. International Journal of Medical Informatics. 84: 189-97. PMID 25497295 DOI: 10.1016/J.Ijmedinf.2014.10.002  1
2015 Ganesan A, Jaggi S, Saligrama V. Learning immune-defectives graph through group tests Ieee International Symposium On Information Theory - Proceedings. 2015: 66-70. DOI: 10.1109/Tit.2016.2647600  1
2015 Ganesan A, Jaggi S, Saligrama V. Non-adaptive group testing with inhibitors 2015 Ieee Information Theory Workshop, Itw 2015. DOI: 10.1109/ITW.2015.7133108  1
2015 Ding W, Ishwar P, Saligrama V. Most large topic models are approximately separable 2015 Information Theory and Applications Workshop, Ita 2015 - Conference Proceedings. 199-203. DOI: 10.1109/ITA.2015.7308989  1
2015 Ding W, Ishwar P, Saligrama V. Learning shared rankings from mixtures of noisy pairwise comparisons Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 5446-5450. DOI: 10.1109/ICASSP.2015.7179012  1
2014 Nan F, Wang J, Trapeznikov K, Saligrama V. Fast margin-based cost-sensitive classification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2952-2956. DOI: 10.1109/ICASSP.2014.6854141  1
2014 Ding W, Ishwar P, Saligrama V, Karl WC. Sensing-aware kernel SVM Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2947-2951. DOI: 10.1109/ICASSP.2014.6854140  1
2014 Wang J, Bolukbasi T, Trapeznikov K, Saligrama V. Model selection by linear programming Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8690: 647-662. DOI: 10.1007/978-3-319-10605-2_42  1
2013 Aksoylar C, Atia G, Saligrama V. Sparse signal processing with linear and non-linear observations: A unified shannon theoretic approach 2013 Ieee Information Theory Workshop, Itw 2013. DOI: 10.1109/Tit.2016.2605122  1
2013 Saligrama V, Arias-Castro E, Chellappa R, Hero AO, Nowak R, Veeravalli VV. Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals Ieee Journal On Selected Topics in Signal Processing. 7: 1-3. DOI: 10.1109/Jstsp.2013.2239831  1
2013 Rohban MH, Ishwar P, Orten B, Karl WC, Saligrama V. An impossibility result for high dimensional supervised learning 2013 Ieee Information Theory Workshop, Itw 2013. DOI: 10.1109/ITW.2013.6691252  1
2013 Chan CL, Cai S, Bakshi M, Jaggi S, Saligrama V. Stochastic threshold group testing 2013 Ieee Information Theory Workshop, Itw 2013. DOI: 10.1109/ITW.2013.6691242  1
2013 Ding W, Rohban MH, Ishwar P, Saligrama V. A new geometric approach to latent topic modeling and discovery Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5568-5572. DOI: 10.1109/ICASSP.2013.6638729  1
2013 Aksoylar C, Atia G, Saligrama V. Compressive sensing bounds through a unifying framework for sparse models Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5524-5528. DOI: 10.1109/ICASSP.2013.6638720  1
2013 Wang J, Trapeznikov K, Saligrama V. Online local linear classification 2013 5th Ieee International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2013. 173-176. DOI: 10.1109/CAMSAP.2013.6714035  1
2013 Ding W, Ishwar P, Saligrama V. Dynamic topic discovery through sequential projections Conference Record - Asilomar Conference On Signals, Systems and Computers. 1100-1104. DOI: 10.1109/ACSSC.2013.6810463  1
2013 Trapeznikov K, Saligrama V, Castañón D. Multi-stage classifier design Machine Learning. 92: 479-502. DOI: 10.1007/s10994-013-5349-4  1
2012 Jodoin PM, Saligrama V, Konrad J. Behavior subtraction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 4244-55. PMID 22614646 DOI: 10.1109/Tip.2012.2199326  0.6
2012 Castañón GD, Saligrama V, Caron AL, Jodoin PM. Exploratory search of long surveillance videos Mm 2012 - Proceedings of the 20th Acm International Conference On Multimedia. 309-318. DOI: 10.1145/2393347.2393394  1
2012 Chan CL, Jaggi S, Saligrama V, Agnihotri S. Non-adaptive group testing: Explicit bounds and novel algorithms Ieee International Symposium On Information Theory - Proceedings. 1837-1841. DOI: 10.1109/Tit.2014.2310477  1
2012 Atia GK, Saligrama V. Boolean compressed sensing and noisy group testing Ieee Transactions On Information Theory. 58: 1880-1901. DOI: 10.1109/Tit.2011.2178156  1
2012 Cheraghchi M, Karbasi A, Mohajer S, Saligrama V. Graph-constrained group testing Ieee Transactions On Information Theory. 58: 248-262. DOI: 10.1109/Tit.2011.2169535  1
2012 Trapeznikov K, Saligrama V, Castañón D. Two stage decision system 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 920-923. DOI: 10.1109/SSP.2012.6319859  1
2012 Sun Z, Karl WC, Ishwar P, Saligrama V. Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 405-408. DOI: 10.1109/SSP.2012.6319716  1
2012 Aksoylar C, Atia G, Saligrama V. Sample complexity of salient feature identification for sparse signal processing 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 329-332. DOI: 10.1109/SSP.2012.6319695  1
2012 Jones P, Mitter S, Saligrama V. Bayesian filtering without an observation model Proceedings of the Ieee Conference On Decision and Control. 3496-3501. DOI: 10.1109/CDC.2012.6426655  1
2012 Castañón G, Saligrama V, Caron AL, Jodoin PM. Real-time activity search of surveillance video Proceedings - 2012 Ieee 9th International Conference On Advanced Video and Signal-Based Surveillance, Avss 2012. 246-251. DOI: 10.1109/AVSS.2012.58  1
2011 Aeron S, Bose S, Valero HP, Saligrama V. Broadband dispersion extraction using simultaneous sparse penalization Ieee Transactions On Signal Processing. 59: 4821-4837. DOI: 10.1109/Tsp.2011.2160632  1
2011 Orten B, Ishwar P, Karl WC, Saligrama V, Pien H. Sensing-aware classification with high-dimensional data Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3700-3703. DOI: 10.1109/ICASSP.2011.5947154  1
2011 Chan CL, Che PH, Jaggi S, Saligrama V. Non-adaptive probabilistic group testing with noisy measurements: Near-optimal bounds with efficient algorithms 2011 49th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2011. 1832-1839. DOI: 10.1109/Allerton.2011.6120391  1
2011 Orten B, Ishwar P, Karl WC, Saligrama V. Sensing structure in learning-based binary classification of high-dimensional data 2011 49th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2011. 1521-1528. DOI: 10.1109/Allerton.2011.6120348  1
2011 Wang J, Saligrama V, Castanon DA. Structural similarity and distance in learning 2011 49th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2011. 744-751. DOI: 10.1109/Allerton.2011.6120242  1
2010 Ermis EB, Clarot P, Jodoin PM, Saligrama V. Activity based matching in distributed camera networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 2595-613. PMID 20550993 DOI: 10.1109/Tip.2010.2052824  1
2010 Ermis EB, Saligrama V. Distributed detection in sensor networks with limited range multimodal sensors Ieee Transactions On Signal Processing. 58: 843-858. DOI: 10.1109/Tsp.2009.2033300  1
2010 Aeron S, Saligrama V, Zhao M. Information theoretic bounds for compressed sensing Ieee Transactions On Information Theory. 56: 5111-5130. DOI: 10.1109/Tit.2010.2059891  1
2010 Aeron S, Bose S, Valero HP, Saligrama V. Sparsity penalized reconstruction framework for broadband dispersion extraction Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2638-2641. DOI: 10.1109/ICASSP.2010.5496259  1
2010 Jones P, Mitter S, Saligrama V. Revision of marginal probability assessments 13th Conference On Information Fusion, Fusion 2010 1
2009 Sahai A, Woyach KA, Atia G, Saligrama V. A technical framework for light-handed regulation of cognitive radios Ieee Communications Magazine. 47: 96-102. DOI: 10.1109/Mcom.2009.4804393  1
2009 McHugh JM, Konrad J, Saligrama V, Jodoin PM. Foreground-adaptive background subtraction Ieee Signal Processing Letters. 16: 390-393. DOI: 10.1109/Lsp.2009.2016447  1
2009 Clarot P, Ermis EB, Jodoin PM, Saligrama V. Unsupervised camera network structure estimation based on activity 2009 3rd Acm/Ieee International Conference On Distributed Smart Cameras, Icdsc 2009. DOI: 10.1109/ICDSC.2009.5289362  1
2009 Atia G, Saligrama V. Noisy group testing: An information theoretic perspective 2009 47th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2009. 355-362. DOI: 10.1109/ALLERTON.2009.5394787  1
2008 Wang Y, Ishwar P, Saligrama V. One-bit distributed sensing and coding for field estimation in sensor networks Ieee Transactions On Signal Processing. 56: 4433-4445. DOI: 10.1109/Tsp.2008.926192  1
2008 Aeron S, Saligrama V, Castanon DA. Efficient sensor management policies for distributed target tracking in multihop sensor networks Ieee Transactions On Signal Processing. 56: 2562-2574. DOI: 10.1109/Tsp.2007.912891  1
2008 Aeron S, Zhao M, Saligrama V. Algorithms and bounds for sensing capacity and compressed sensing with applications to learning graphical models 2008 Information Theory and Applications Workshop - Conference Proceedings, Ita. 303-309. DOI: 10.1109/ITA.2008.4601065  1
2008 McHugh JM, Konrad J, Saligrama V, Jodoin PM, Castañón D. Motion detection with false discovery rate control Proceedings - International Conference On Image Processing, Icip. 873-876. DOI: 10.1109/ICIP.2008.4711894  1
2008 Ermis EB, Saligrama V, Jodoin PM, Konrad J. Motion segmentation and abnormal behavior detection via behavior clustering Proceedings - International Conference On Image Processing, Icip. 769-772. DOI: 10.1109/ICIP.2008.4711868  1
2008 Ermis EB, Saligrama V, Jodoin PM, Konrad J. Abnormal behavior detection and behavior matching for networked cameras 2008 2nd Acm/Ieee International Conference On Distributed Smart Cameras, Icdsc 2008. DOI: 10.1109/ICDSC.2008.4635728  1
2008 Atia G, Sahai A, Saligrama V. Spectrum enforcement and liability assignment in cognitive radio systems 2008 Ieee Symposium On New Frontiers in Dynamic Spectrum Access Networks, Dyspan 2008. 447-458. DOI: 10.1109/DYSPAN.2008.53  1
2008 Atia G, Aeron S, Ermis E, Saligrama V. On throughput maximization and interference avoidance in cognitive radios 2008 5th Ieee Consumer Communications and Networking Conference, Ccnc 2008. 963-967. DOI: 10.1109/ccnc08.2007.222  1
2008 Woyach KA, Sahai A, Atia G, Saligrama V. Crime and punishment for cognitive radios 46th Annual Allerton Conference On Communication, Control, and Computing. 236-243. DOI: 10.1109/ALLERTON.2008.4797562  1
2008 Atia G, Saligrama V, Sahai A. Codes to unmask spectrum violators in cognitive radio systems Conference Record - Asilomar Conference On Signals, Systems and Computers. 1574-1578. DOI: 10.1109/ACSSC.2008.5074687  1
2008 Wang Y, Ma N, Zhao M, Ishwar P, Saligrama V. Distributed field estimation with one-bit sensors Networked Sensing Information and Control. 137-158. DOI: 10.1007/978-0-387-68845-9_6  1
2007 Atia G, Sharif M, Saligrama V. On optimal outage in relay channels with general fading distributions Ieee Transactions On Information Theory. 53: 3786-3797. DOI: 10.1109/Tit.2007.904965  1
2007 Aeron S, Saligrama V. Wireless ad hoc networks: Strategies and scaling laws for the fixed SNR regime Ieee Transactions On Information Theory. 53: 2044-2059. DOI: 10.1109/Tit.2007.896858  1
2007 Ermis EB, Saligrama V. Dynamic thresholding for distributed multiple hypotheses testing Ieee Workshop On Statistical Signal Processing Proceedings. 675-679. DOI: 10.1109/SSP.2007.4301344  1
2007 Atia G, Ermis E, Saligrama V. Robust energy efficient cooperative spectrum sensing in cognitive radios Ieee Workshop On Statistical Signal Processing Proceedings. 502-506. DOI: 10.1109/SSP.2007.4301309  1
2007 Aeron S, Zhao M, Saligrama V. On sensing capacity of sensor networks for a class of linear observation models Ieee Workshop On Statistical Signal Processing Proceedings. 388-392. DOI: 10.1109/SSP.2007.4301286  1
2007 Aeron S, Zhao M, Saligrama V. Information theoretic bounds to sensing capacity of sensor networks under fixed SNR 2007 Ieee Information Theory Workshop, Itw 2007, Proceedings. 84-89. DOI: 10.1109/ITW.2007.4313054  1
2007 Ermis EB, Saligrama V. Robust distributed detection with limited range sensors Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2. DOI: 10.1109/ICASSP.2007.366409  1
2007 Aeron S, Saligrama V, Castañón D. Distributed target tracking and localization in multi-hop networks 2006 Ieee Conference On Information Sciences and Systems, Ciss 2006 - Proceedings. 990-995. DOI: 10.1109/CISS.2006.286610  1
2007 Ermis EB, Saligrama V. Detection and localization in sensor networks using distributed FDR 2006 Ieee Conference On Information Sciences and Systems, Ciss 2006 - Proceedings. 699-704. DOI: 10.1109/CISS.2006.286557  1
2006 Ermis EB, Alanyali M, Saligrama V. Search and discovery in an uncertain networked world Ieee Signal Processing Magazine. 23: 107-118. DOI: 10.1109/Msp.2006.1657821  1
2006 Atia G, Sharif M, Saligrama V. Effect of geometry on the diversity-multiplexing tradeoff in relay channels Globecom - Ieee Global Telecommunications Conference. DOI: 10.1109/GLOCOM.2006.61  1
2006 Aeron S, Manqi Z, Saligrama V. Fundamental tradeoffs between sparsity, sensing diversity and sensing capacity Conference Record - Asilomar Conference On Signals, Systems and Computers. 295-299. DOI: 10.1109/ACSSC.2006.356635  1
2005 Ermis EB, Saligrama V. Adaptive statistical sampling methods for decentralized estimation and detection of localized phenomena Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1416486  1
2001 Norman TL, Thyagarajan G, Saligrama VC, Gruen TA, Blaha JD. Stem surface roughness alters creep induced subsidence and 'taper-lock' in a cemented femoral hip prosthesis. Journal of Biomechanics. 34: 1325-33. PMID 11522312 DOI: 10.1016/S0021-9290(01)00085-9  1
1996 Norman TL, Saligrama VC, Hustosky KT, Gruen TA, Blaha JD. Axisymmetric finite element analysis of a debonded total hip stem with an unsupported distal tip. Journal of Biomechanical Engineering. 118: 399-404. PMID 8872263 DOI: 10.1115/1.2796023  1
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