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1

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Constructing and Compressing Frames in Blockchain-based Verifiable Multi-party Computation

Raman, Ravi Kiran, Varshney, Kush R., Vaculin, Roman, Bore, Nelson Kibichii, Remy, Sekou L., Pissadaki, Eleftheria K., Hind, Michael

Year:

2019

Language:

english

File:

PDF, 546 KB

english, 2019

2

Targeting Villages for Rural Development Using Satellite Image Analysis

Varshney, Kush R., Chen, George H., Abelson, Brian, Nowocin, Kendall, Sakhrani, Vivek, Xu, Ling, Spatocco, Brian L.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.35 MB

english, 2015

3

[IEEE 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Long Beach, CA, USA (2019.6.16-2019.6.17)] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Color-Theoretic Experiments to Understand Unequal Gender Classification Accuracy From Face Images

Muthukumar, Vidya, Pedapati, Tejaswini, Ratha, Nalini, Sattigeri, Prasanna, Wu, Chai-Wah, Kingsbury, Brian, Kumar, Abhishek, Thomas, Samuel, Mojsilovic, Aleksandra, Varshney, Kush R.

Year:

2019

File:

PDF, 1.74 MB

2019

4

A Big Data Approach to Computational Creativity: The Curious Case of Chef Watson

Varshney, Lav R., Pinel, Florian, Varshney, Kush Raj, Bhattacharjya, Debarun, Schorgendorfer, Angela, Chee, Yi-Min

Journal:

IBM Journal of Research and Development

Year:

2019

File:

PDF, 6 KB

2019

5

[ACM Press the 2017 ACM - Troy, New York, USA (2017.06.25-2017.06.28)] Proceedings of the 2017 ACM on Web Science Conference - WebSci '17 - The Limits of Abstract Evaluation Metrics

Olteanu, Alexandra, Talamadupula, Kartik, Varshney, Kush R.

Year:

2017

Language:

english

File:

PDF, 879 KB

english, 2017

6

Sparsity-Driven Synthetic Aperture Radar Imaging: Reconstruction, autofocusing, moving targets, and compressed sensing

Cetin, Mujdat, Stojanovic, Ivana, Onhon, Ozben, Varshney, Kush, Samadi, Sadegh, Karl, William Clem, Willsky, Alan S.

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 2.85 MB

english, 2014

7

[IEEE 2014 IEEE Statistical Signal Processing Workshop (SSP) - Gold Coast, Australia (2014.6.29-2014.7.2)] 2014 IEEE Workshop on Statistical Signal Processing (SSP) - Computing persistent homology under random projection

Ramamurthy, Karthikeyan Natesan, Varshney, Kush R., Thiagarajan, Jayaraman J.

Year:

2014

Language:

english

File:

PDF, 110 KB

english, 2014

8

[IEEE 2012 IEEE 12th International Conference on Data Mining Workshops - Brussels, Belgium (2012.12.10-2012.12.10)] 2012 IEEE 12th International Conference on Data Mining Workshops - An Analytics Approach for Proactively Combating Voluntary Attrition of Employees

Singh, Moninder, Varshney, Kush R., Wang, Jun, Mojsilovic, Aleksandra, Gill, Alisia R., Faur, Patricia I., Ezry, Raphael

Year:

2012

Language:

english

File:

PDF, 246 KB

english, 2012

9

[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) - Screening for learning classification rules via Boolean compressed sensing

Dash, Sanjeeb, Malioutov, Dmitry M., Varshney, Kush R.

Year:

2014

Language:

english

File:

PDF, 105 KB

english, 2014

10

[ACM Press the 16th ACM SIGKDD international conference - Washington, DC, USA (2010.07.25-2010.07.28)] Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10 - Class-specific error bounds for ensemble classifiers

Prenger, Ryan J., Lemmond, Tracy D., Varshney, Kush R., Chen, Barry Y., Hanley, William G.

Year:

2010

Language:

english

File:

PDF, 1.72 MB

english, 2010

11

[ACM Press the 9th ACM Conference - Vienna, Austria (2015.09.16-2015.09.20)] Proceedings of the 9th ACM Conference on Recommender Systems - RecSys '15 - Assessing Expertise in the Enterprise

Mojsilović, Aleksandra, Varshney, Kush R.

Year:

2015

Language:

english

File:

PDF, 370 KB

english, 2015

12

Collaborative Kalman Filtering for Dynamic Matrix Factorization

Sun, John Z., Parthasarathy, Dhruv, Varshney, Kush R.

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 1.77 MB

english, 2014

13

Signal Processing for Social Good [In the Spotlight]

Varshney, Kush R.

Journal:

IEEE Signal Processing Magazine

Year:

2017

Language:

english

File:

PDF, 510 KB

english, 2017

14

[IEEE 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Monticello, IL, USA (2016.9.27-2016.9.30)] 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton) - Interpretable machine learning via convex cardinal shape composition

Varshney, Kush R.

Year:

2016

Language:

english

File:

PDF, 442 KB

english, 2016

15

[IEEE 2007 IEEE 15th Signal Processing and Communications Applications - Eskisehir, Turkey (2007.06.11-2007.06.13)] 2007 IEEE 15th Signal Processing and Communications Applications - A Sparse Signal Representation-based Approach to Image Formation and Anisotropy Determination in Wide-Angle Radar

Varshney, Kush P., Cetin, Mujdat, Fisher, John W., Willsky, Alan S.

Year:

2007

File:

PDF, 1.93 MB

2007

16

Bayes Risk Error is a Bregman Divergence

Varshney, Kush R.

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 109 KB

english, 2011

17

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Minimum mean bayes risk error quantization of prior probabilities

Varshney, Kush R., Varshney, Lav R.

Year:

2008

Language:

english

File:

PDF, 259 KB

english, 2008

18

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Bias Mitigation Post-processing for Individual and Group Fairness

Lohia, Pranay K., Natesan Ramamurthy, Karthikeyan, Bhide, Manish, Saha, Diptikalyan, Varshney, Kush R., Puri, Ruchir

Year:

2019

Language:

english

File:

PDF, 369 KB

english, 2019

19

[IEEE 2020 54th Annual Conference on Information Sciences and Systems (CISS) - Princeton, NJ, USA (2020.3.18-2020.3.20)] 2020 54th Annual Conference on Information Sciences and Systems (CISS) - On Mismatched Detection and Safe, Trustworthy Machine Learning

Varshney, Kush R.

Year:

2020

File:

PDF, 654 KB

2020

20

[IEEE 2014 IEEE Statistical Signal Processing Workshop (SSP) - Gold Coast, Australia (2014.6.29-2014.7.2)] 2014 IEEE Workshop on Statistical Signal Processing (SSP) - Active odor cancellation

Varshney, Kush R., Varshney, Lav R.

Year:

2014

Language:

english

File:

PDF, 291 KB

english, 2014

21

[IEEE 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW) - TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining Workshops - Prescriptive Analytics for Allocating Sales Teams to Opportunities

Kawas, Ban, Squillante, Mark S., Subramanian, Dharmashankar, Varshney, Kush R.

Year:

2013

Language:

english

File:

PDF, 368 KB

english, 2013

22

[IEEE 2012 IEEE International Conference on Service Operations and Logistics and Informatics (SOLI) - Suzhou, China (2012.07.8-2012.07.10)] Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, and Informatics - Does selection bias blind performance diagnostics of business decision models? A case study in salesforce optimization

Wang, Jun, Singh, Moninder, Varshney, Kush R.

Year:

2012

Language:

english

File:

PDF, 1.20 MB

english, 2012

23

Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis

Calmon, Flavio, Wei, Dennis, Vinzamuri, Bhanukiram, Ramamurthy, Karthikeyan Natesan, Varshney, Kush

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2018

Language:

english

File:

PDF, 4.74 MB

english, 2018

24

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data

Maina, Samuel C., Bryant, Reginald E., Ogallo, William O., Varshney, Kush R., Speakman, Skyler, Cintas, Celia, Walcott-Bryant, Aisha, Samoilescu, Robert-Florian, Weldemariam, Komminist

Year:

2020

File:

PDF, 487 KB

2020

25

[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) - Decision trees for heterogeneous dose-response signal analysis

Varshney, Kush R., Singh, Moninder, Wang, Jun

Year:

2012

Language:

english

File:

PDF, 369 KB

english, 2012

26

[IEEE 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - Vietri sul Mare, Salerno, Italy (2016.9.13-2016.9.16)] 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - Dynamic matrix factorization with social influence

Aravkin, Aleksandr Y., Varshney, Kush R., Yang, Liu

Year:

2016

Language:

english

File:

PDF, 282 KB

english, 2016

27

Generalization Error of Linear Discriminant Analysis in Spatially-Correlated Sensor Networks

Varshney, Kush R.

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 316 KB

english, 2012

28

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Predicting employee expertise for talent management in the enterprise

Varshney, Kush R., Chenthamarakshan, Vijil, Fancher, Scott W., Wang, Jun, Fang, Dongping, Mojsilović, Aleksandra

Year:

2014

Language:

english

File:

PDF, 1.60 MB

english, 2014

29

[IEEE 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - Vietri sul Mare, Salerno, Italy (2016.9.13-2016.9.16)] 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) - Learning sparse two-level boolean rules

Su, Guolong, Wei, Dennis, Varshney, Kush R., Malioutov, Dmitry M.

Year:

2016

Language:

english

File:

PDF, 299 KB

english, 2016

30

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - MCMC inference of the shape and variability of time-response signals

Katz-Rogozhnikov, Dmitriy A., Varshney, Kush R., Mojsilovic, Aleksandra, Singh, Moninder

Year:

2011

Language:

english

File:

PDF, 2.79 MB

english, 2011

31

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Targeting direct cash transfers to the extremely poor

Abelson, Brian, Varshney, Kush R., Sun, Joy

Year:

2014

Language:

english

File:

PDF, 2.99 MB

english, 2014

32

[IEEE 2019 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) - Seoul, Korea (South) (2019.5.14-2019.5.17)] 2019 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) - A Scalable Blockchain Approach for Trusted Computation and Verifiable Simulation in Multi-Party Collaborations

Raman, Ravi Kiran, Vaculin, Roman, Hind, Michael, Remy, Sekou L., Pissadaki, Eleftheria K., Bore, Nelson Kibichii, Daneshvar, Roozbeh, Srivastava, Biplav, Varshney, Kush R.

Year:

2019

Language:

english

File:

PDF, 34 KB

english, 2019

33

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Dynamic matrix factorization: A state space approach

Sun, John Z., Varshney, Kush R., Subbian, Karthik

Year:

2012

Language:

english

File:

PDF, 165 KB

english, 2012

34

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Persistent topology of decision boundaries

Varshney, Kush R., Ramamurthy, Karthikeyan Natesan

Year:

2015

Language:

english

File:

PDF, 503 KB

english, 2015

35

[IEEE 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW) - TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining Workshops - Quantifying and Recommending Expertise When New Skills Emerge

Fang, Dongping, Varshney, Kush R., Wang, Jun, Ramamurthy, Karthikeyan Natesan, Mojsilovic, Aleksandra, Bauer, John H.

Year:

2013

Language:

english

File:

PDF, 260 KB

english, 2013

36

[IEEE 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Austin, TX, USA (2013.12.3-2013.12.5)] 2013 IEEE Global Conference on Signal and Information Processing - Quantile regression for workforce analytics

Natesan Ramamurthy, Karthikeyan, Varshney, Kush R., Singh, Moninder

Year:

2013

Language:

english

File:

PDF, 150 KB

english, 2013

37

[IEEE 2013 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI) - Dongguan, China (2013.07.28-2013.07.30)] Proceedings of 2013 IEEE International Conference on Service Operations and Logistics, and Informatics - Dose-response signal estimation and optimization for salesforce management

Varshney, Kush R., Singh, Moninder

Year:

2013

Language:

english

File:

PDF, 240 KB

english, 2013

38

Associative Algorithms for Computational Creativity

Varshney, Lav R., Wang, Jun, Varshney, Kush R.

Journal:

The Journal of Creative Behavior

Year:

2015

Language:

english

File:

PDF, 633 KB

english, 2015

39

[IEEE 2016 IEEE International Conference on Big Data (Big Data) - Washington DC,USA (2016.12.5-2016.12.8)] 2016 IEEE International Conference on Big Data (Big Data) - Information retrieval, fusion, completion, and clustering for employee expertise estimation

Horesh, Raya, Varshney, Kush R., Yi, Jinfeng

Year:

2016

Language:

english

File:

PDF, 285 KB

english, 2016

40

[IEEE 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Arlington, VA, USA (2007.04.12-2007.04.15)] 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - MULTI-VIEW STEREO RECONSTRUCTION OF TOTAL KNEE REPLACEMENT FROM X-RAYS

Varshney, Kush, Paragios, Nikos, Kulski, Alain, Raymond, Remy, Hernigou, Phillipe, Rahmouni, Alain

Year:

2007

Language:

english

File:

PDF, 314 KB

english, 2007

41

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Learning interpretable classification rules using sequential rowsampling

Dash, Sanjeeb, Malioutov, Dmitry M., Varshney, Kush R.

Year:

2015

Language:

english

File:

PDF, 946 KB

english, 2015

42

[IEEE 2016 Information Theory and Applications (ITA) - La Jolla, CA, USA (2016.1.31-2016.2.5)] 2016 Information Theory and Applications Workshop (ITA) - Engineering safety in machine learning

Varshney, Kush R.

Year:

2016

Language:

english

File:

PDF, 85 KB

english, 2016

43

Distribution-preserving k -anonymity

Wei, Dennis, Natesan Ramamurthy, Karthikeyan, Varshney, Kush R.

Journal:

Statistical Analysis and Data Mining

Year:

2018

Language:

english

File:

PDF, 1.13 MB

english, 2018

44

[IEEE 2018 IEEE Data Science Workshop (DSW) - Lausanne, Switzerland (2018.6.4-2018.6.6)] 2018 IEEE Data Science Workshop (DSW) - FALSE DISCOVERY RATE CONTROL WITH CONCAVE PENALTIES USING STABILITY SELECTION

Vinzamuri, Bhanukiran, Varshney, Kush R.

Year:

2018

Language:

english

File:

PDF, 670 KB

english, 2018

45

[Society for Industrial and Applied Mathematics Proceedings of the 2015 SIAM International Conference on Data Mining - ()] Proceedings of the 2015 SIAM International Conference on Data Mining - Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity

Wei, Dennis, Ramamurthy, Karthikeyan Natesan, Varshney, Kush R.

Language:

english

File:

PDF, 245 KB

english

46

Bounded Confidence Opinion Dynamics in a Social Network of Bayesian Decision Makers

Varshney, Kush R.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2014

Language:

english

File:

PDF, 1.36 MB

english, 2014

47

Data Challenges in Disease Response

Varshney, Kush R., Wei, Dennis, Ramamurthy, Karthikeyan Natesan, Mojsilović, Aleksandra

Journal:

Journal of Data and Information Quality

Year:

2015

Language:

english

File:

PDF, 62 KB

english, 2015

48

[IEEE 2019 International Conference on Electrical, Electronics and Computer Engineering (UPCON) - ALIGARH, India (2019.11.8-2019.11.10)] 2019 International Conference on Electrical, Electronics and Computer Engineering (UPCON) - Performance Analysis of SSSC in a Multi-Machine Transmission Network during different Fault Conditions

Varshney, Kush, Kumar, Ankush, Qurratulain,, Hameed, Salman, Jamil, Emad

Year:

2019

File:

PDF, 1.13 MB

2019

49

Array

Varshney, Kush, MojsiloviÄ, Aleksandra

Journal:

IEEE Signal Processing Magazine

Year:

2011

Language:

english

File:

PDF, 1.55 MB

english, 2011

50

Sparse Representation in Structured Dictionaries With Application to Synthetic Aperture Radar

Varshney, Kush R., Çetin, MÜjdat, Fisher, John W., Willsky, Alan S.

Journal:

IEEE Transactions on Signal Processing

Year:

2008

Language:

english

File:

PDF, 862 KB

english, 2008

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