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1

Multi-stage classifier design

Kirill Trapeznikov, Venkatesh Saligrama, David Castañón

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 912 KB

english, 2013

2

Beamforming Algorithm for Distributed Source Localization and Its Application to Jet Noise

Venkatesh, Saligrama R., Polak, David R., Narayanan, Satish

Journal:

Year:

2003

Language:

english

File:

PDF, 288 KB

english, 2003

3

Prediction of hospitalization due to heart diseases by supervised learning methods

Dai, Wuyang, Brisimi, Theodora S., Adams, William G., Mela, Theofanie, Saligrama, Venkatesh, Paschalidis, Ioannis Ch.

Journal:

International Journal of Medical Informatics

Year:

2015

Language:

english

File:

PDF, 464 KB

english, 2015

4

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Zero-Shot Learning via Semantic Similarity Embedding

Zhang, Ziming, Saligrama, Venkatesh

Year:

2015

Language:

english

File:

PDF, 1.36 MB

english, 2015

5

Remember the curse of dimensionality: the case of goodness-of-fit testing in arbitrary dimension

Arias-Castro, Ery, Pelletier, Bruno, Saligrama, Venkatesh

Journal:

Journal of Nonparametric Statistics

Year:

2018

Language:

english

File:

PDF, 1.84 MB

english, 2018

6

[IEEE 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2017.10.3-2017.10.6)] 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Lower bounds for two-sample structural change detection in ising and Gaussian models

Gangrade, Aditya, Nazer, Bobak, Saligrama, Venkatesh

Year:

2017

Language:

english

File:

PDF, 227 KB

english, 2017

7

[IEEE 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Las Vegas, NV, USA (2016.6.27-2016.6.30)] 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Zero-Shot Learning via Joint Latent Similarity Embedding

Zhang, Ziming, Saligrama, Venkatesh

Year:

2016

Language:

english

File:

PDF, 851 KB

english, 2016

8

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Two-Sample Testing can be as Hard as Structure Learning in Ising Models: Minimax Lower Bounds

Gangrade, Aditya, Nazer, Bobak, Saligrama, Venkatesh

Year:

2018

Language:

english

File:

PDF, 358 KB

english, 2018

9

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Donât Even Look Once: Synthesizing Features for Zero-Shot Detection

Zhu, Pengkai, Wang, Hanxiao, Saligrama, Venkatesh

Year:

2020

File:

PDF, 1.96 MB

2020

10

Abnormality detection using low-level co-occurring events

Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama

Journal:

Pattern Recognition Letters

Year:

2011

Language:

english

File:

PDF, 2.05 MB

english, 2011

11

Necessary and sufficient conditions for robust identification of uncertain LTI systems

Saligrama Venkatesh

Journal:

Systems & Control Letters

Year:

2004

Language:

english

File:

PDF, 248 KB

english, 2004

12

Robust control of vertical motions in ultra-high rise elevators

Saligrama.R. Venkatesh, Young Man Cho, Jongwon Kim

Journal:

Control Engineering Practice

Year:

2002

Language:

english

File:

PDF, 378 KB

english, 2002

13

[IEEE 2010 IEEE International Symposium on Information Theory - ISIT - Austin, TX, USA (2010.06.13-2010.06.18)] 2010 IEEE International Symposium on Information Theory - Graph-constrained group testing

Cheraghchi, Mahdi, Karbasi, Amin, Mohajer, Soheil, Saligrama, Venkatesh

Year:

2010

Language:

english

File:

PDF, 195 KB

english, 2010

14

[IEEE 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Honolulu, HI, USA (2007.04.15-2007.04.20)] 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Robust Distributed Detection with Limited Range Sensors

Ermis, Erhan Baki, Saligrama, Venkatesh

Year:

2007

Language:

english

File:

PDF, 1013 KB

english, 2007

15

717 Computer-Assisted Diagnosis of Colonic Polyps by Probe-Based Confocal Laser Endomicroscopy

Pushpak Taunk, Eladio Rodriguez-Diaz, Shilpa Ravella, Nagaraja Shivashankar, Venkatesh Saligrama, David Lichtenstein, Michael J. O'Brien, Satish K. Singh

Journal:

Gastroenterology

Year:

2010

Language:

english

File:

PDF, 48 KB

english, 2010

16

Behavior Subtraction

Jodoin, Pierre-Marc, Saligrama, Venkatesh, Konrad, Janusz

Journal:

IEEE Transactions on Image Processing

Year:

2012

Language:

english

File:

PDF, 1.16 MB

english, 2012

17

Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals

Saligrama, Venkatesh, Arias-Castro, Ery, Chellappa, Rama, Hero, Alfred O., Nowak, Robert, Veeravalli, Venugopal V.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2013

Language:

english

File:

PDF, 1.26 MB

english, 2013

18

Aperiodic Sequences With Uniformly Decaying Correlations With Applications to Compressed Sensing and System Identification

Saligrama, Venkatesh

Journal:

IEEE Transactions on Information Theory

Year:

2012

Language:

english

File:

PDF, 380 KB

english, 2012

19

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - Non-adaptive group testing: Explicit bounds and novel algorithms

Chan, Chun Lam, Jaggi, Sidharth, Saligrama, Venkatesh, Agnihotri, Samar

Year:

2012

Language:

english

File:

PDF, 145 KB

english, 2012

20

[IEEE 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2011.09.28-2011.09.30)] 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Non-adaptive probabilistic group testing with noisy measurements: Near-optimal bounds with efficient algorithms

Chan, Chun Lam, Che, Pak Hou, Jaggi, Sidharth, Saligrama, Venkatesh

Year:

2011

Language:

english

File:

PDF, 782 KB

english, 2011

21

Foreground-Adaptive Background Subtraction

McHugh, J. Mike, Konrad, Janusz, Saligrama, Venkatesh, Jodoin, Pierre-Marc

Journal:

IEEE Signal Processing Letters

Year:

2009

Language:

english

File:

PDF, 456 KB

english, 2009

22

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - A new one-class SVM for anomaly detection

Chen, Yuting, Qian, Jing, Saligrama, Venkatesh

Year:

2013

Language:

english

File:

PDF, 160 KB

english, 2013

23

[IEEE 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2010.09.29-2010.10.1)] 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Markov group testing

Wang, Joseph, Saligrama, Venkatesh, Castanon, David A.

Year:

2010

Language:

english

File:

PDF, 425 KB

english, 2010

24

Non-Adaptive Group Testing: Explicit Bounds and Novel Algorithms

Chun Lam Chan,, Jaggi, Sidharth, Saligrama, Venkatesh, Agnihotri, Samar

Journal:

IEEE Transactions on Information Theory

Year:

2014

Language:

english

File:

PDF, 1.36 MB

english, 2014

25

[IEEE 2013 Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2013.11.3-2013.11.6)] 2013 Asilomar Conference on Signals, Systems and Computers - Dynamic topic discovery through sequential projections

Ding, Weicong, Ishwar, Prakash, Saligrama, Venkatesh

Year:

2013

Language:

english

File:

PDF, 236 KB

english, 2013

26

[IEEE 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Madison, WI, USA (2007.08.26-2007.08.29)] 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - On sensing capacity of sensor networks for a class of linear observation models

Aeron, Shuchin, Zhao, Manqi, Saligrama, Venkatesh

Year:

2007

Language:

english

File:

PDF, 285 KB

english, 2007

27

[IEEE 2007 IEEE Information Theory Workshop - Tahoe City, CA, USA (2007.09.2-2007.09.6)] 2007 IEEE Information Theory Workshop - Information theoretic bounds to sensing capacity of sensor networks under fixed SNR

Aeron, Shuchin, Zhao, Manqi, Saligrama, Venkatesh

Year:

2007

Language:

english

File:

PDF, 975 KB

english, 2007

28

[IEEE 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) - Como, Italy (2009.08.30-2009.09.2)] 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) - Unsupervised camera network structure estimation based on activity

Clarot, Pierre, Ermis, Erhan B., Jodoin, Pierre-Marc, Saligrama, Venkatesh

Year:

2009

Language:

english

File:

PDF, 479 KB

english, 2009

29

[IEEE 2013 IEEE Information Theory Workshop (ITW 2013) - Sevilla, Spain (2013.09.9-2013.09.13)] 2013 IEEE Information Theory Workshop (ITW) - Sparse signal processing with linear and non-linear observations: A unified shannon theoretic approach

Aksoylar, Cem, Atia, George, Saligrama, Venkatesh

Year:

2013

Language:

english

File:

PDF, 337 KB

english, 2013

30

[IEEE 2012 IEEE Statistical Signal Processing Workshop (SSP) - Ann Arbor, MI, USA (2012.08.5-2012.08.8)] 2012 IEEE Statistical Signal Processing Workshop (SSP) - Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals

Sun, Zachary, Karl, W. Clem, Ishwar, Prakash, Saligrama, Venkatesh

Year:

2012

Language:

english

File:

PDF, 235 KB

english, 2012

31

[IEEE 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) - Palo Alto, CA, USA (2008.09.7-2008.09.11)] 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras - Abnormal behavior detection and behavior matching for networked cameras

Ermis, Erhan Baki, Saligrama, Venkatesh, Jodoin, Pierre-Marc, Konrad, Janusz

Year:

2008

Language:

english

File:

PDF, 2.29 MB

english, 2008

32

Activity Based Matching in Distributed Camera Networks

Ermis, Erhan Baki, Clarot, Pierre, Jodoin, Pierre-Marc, Saligrama, Venkatesh

Journal:

IEEE Transactions on Image Processing

Year:

2010

Language:

english

File:

PDF, 2.49 MB

english, 2010

33

[IEEE 2012 IEEE Statistical Signal Processing Workshop (SSP) - Ann Arbor, MI, USA (2012.08.5-2012.08.8)] 2012 IEEE Statistical Signal Processing Workshop (SSP) - New statistic in P-value estimation for anomaly detection

Qian, Jing, Saligrama, Venkatesh

Year:

2012

Language:

english

File:

PDF, 247 KB

english, 2012

34

[IEEE 2006 Fortieth Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2006.10.29-2006.11.1)] 2006 Fortieth Asilomar Conference on Signals, Systems and Computers - Fundamental Tradeoffs between Sparsity, Sensing Diversity and Sensing Capacity

Aeron, Shuchin, Zhao, Manqi, Saligrama, Venkatesh

Year:

2006

Language:

english

File:

PDF, 256 KB

english, 2006

35

[IEEE IEEE Globecom 2006 - San Francisco, CA, USA (2006.11.27-2006.12.1)] IEEE Globecom 2006 - CTH05-4: Effect of Geometry on the Diversity-Multiplexing Tradeoff in Relay Channels

Atia, George, Sharif, Masoud, Saligrama, Venkatesh

Year:

2006

Language:

english

File:

PDF, 176 KB

english, 2006

36

[IEEE 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL (2013.10.2-2013.10.4)] 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Sparse signal recovery under Poisson statistics

Motamedvaziri, Delaram, Rohban, Mohammad H., Saligrama, Venkatesh

Year:

2013

Language:

english

File:

PDF, 1018 KB

english, 2013

37

[IEEE 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Monticello, IL, USA (2008.09.23-2008.09.26)] 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Crime and Punishment for Cognitive Radios

Woyach, Kristen Ann, Sahai, Anant, Atia, George, Saligrama, Venkatesh

Year:

2008

Language:

english

File:

PDF, 490 KB

english, 2008

38

[IEEE 2008 Information Theory and Applications Workshop (ITA) - San Diego, CA, USA (2008.01.27-2008.02.1)] 2008 Information Theory and Applications Workshop - Algorithms and bounds for sensing capacity and compressed sensing with applications to learning graphical models

Aeron, Shuchin, Zhao, Manqi, Saligrama, Venkatesh

Year:

2008

Language:

english

File:

PDF, 308 KB

english, 2008

39

[IEEE 2012 9th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) - Beijing, China (2012.09.18-2012.09.21)] 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance - Real-Time Activity Search of Surveillance Video

Castanon, Greg, Saligrama, Venkatesh, Caron, Andre Louis, Jodoin, Pierre-Marc

Year:

2012

Language:

english

File:

PDF, 827 KB

english, 2012

40

[IEEE 2006 40th Annual Conference on Information Sciences and Systems - Princeton, NJ, USA (2006.03.22-2006.03.24)] 2006 40th Annual Conference on Information Sciences and Systems - Randomized Sequential Algorithms for Data Aggregation in Sensor Networks

Savas, Onur, Alanyali, Murat, Saligrama, Venkatesh

Year:

2006

Language:

english

File:

PDF, 267 KB

english, 2006

41

[IEEE 2013 IEEE 5th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - St. Martin, France (2013.12.15-2013.12.18)] 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Online local linear classification

Wang, Joseph, Trapeznikov, Kirill, Saligrama, Venkatesh

Year:

2013

Language:

english

File:

PDF, 612 KB

english, 2013

42

[IEEE 2008 IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN) - Chicago, IL, USA (2008.10.14-2008.10.17)] 2008 3rd IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks - Spectrum Enforcement and Liability Assignment in Cognitive Radio Systems

Atia, George, Sahai, Anant, Saligrama, Venkatesh

Year:

2008

Language:

english

File:

PDF, 329 KB

english, 2008

43

[IEEE 2008 5th IEEE Consumer Communications and Networking Conference - Las Vegas, Nevada, USA (2008.01.10-2008.01.12)] 2008 5th IEEE Consumer Communications and Networking Conference - On Throughput Maximization and Interference Avoidance in Cognitive Radios

Atia, George, Aeron, Shuchin, Ermis, Erhan, Saligrama, Venkatesh

Year:

2008

Language:

english

File:

PDF, 318 KB

english, 2008

44

[IEEE 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Madison, WI, USA (2007.08.26-2007.08.29)] 2007 IEEE/SP 14th Workshop on Statistical Signal Processing - Dynamic Thresholding for Distributed Multiple Hypotheses Testing

Ermis, Erhan Baki, Saligrama, Venkatesh

Year:

2007

Language:

english

File:

PDF, 212 KB

english, 2007

45

[IEEE 2008 15th IEEE International Conference on Image Processing - San Diego, CA, USA (2008.10.12-2008.10.15)] 2008 15th IEEE International Conference on Image Processing - Motion detection with an unstable camera

Jodoin, Pierre-Marc, Konrad, Janusz, Saligrama, Venkatesh, Veilleux-Gaboury, Vincent

Year:

2008

Language:

english

File:

PDF, 609 KB

english, 2008

46

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Sparse signal recovery under poisson statistics for online marketing applications

Motamedvaziri, Delaram, Rohban, Mohammad H., Saligrama, Venkatesh

Year:

2014

Language:

english

File:

PDF, 121 KB

english, 2014

47

[IEEE 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2009.09.30-2009.10.2)] 2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Outlier detection via localized p-value estimation

Zhao, Manqi, Saligrama, Venkatesh

Year:

2009

Language:

english

File:

PDF, 311 KB

english, 2009

48

[IEEE Proceedings of the 45th IEEE Conference on Decision and Control - San Diego, CA, USA (2006.12.13-2006.12.15)] Proceedings of the 45th IEEE Conference on Decision and Control - Reliable Distributed Estimation with Intermittent Communications

Saligrama, Venkatesh, Castanon, David A.

Year:

2006

Language:

english

File:

PDF, 241 KB

english, 2006

49

[IEEE 2008 42nd Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2008.10.26-2008.10.29)] 2008 42nd Asilomar Conference on Signals, Systems and Computers - Codes to unmask spectrum violators in cognitive radio systems

Atia, George, Saligrama, Venkatesh, Sahai, Anant

Year:

2008

Language:

english

File:

PDF, 271 KB

english, 2008

50

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Sparsity penalized reconstruction framework for broadband dispersion extraction

Aeron, Shuchin, Bose, Sandip, Valero, Henri-Pierre, Saligrama, Venkatesh

Year:

2010

Language:

english

File:

PDF, 390 KB

english, 2010