20032019
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Research Output 2003 2019

2019

A big data approach to computational creativity: The curious case of Chef Watson

Varshney, L. R., Pinel, F., Varshney, K. R., Bhattacharjya, D., Schörgendorfer, A. & Chee, Y. M., Jan 1 2019, In : IBM Journal of Research and Development. 63, 1, 8618410.

Research output: Contribution to journalArticle

Artificial intelligence
Learning systems
Big data

Business-to-Peer Carsharing Systems with Electric Vehicles

Mamalis, T., Bose, S. & Varshney, L. R., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692795. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric vehicles
Industry
Railroad cars
Costs

Efficient Local Secret Sharing for Distributed Blockchain Systems

Kim, Y., Raman, R. K., Kim, Y. S., Varshney, L. R. & Shanbhag, N. R., Feb 1 2019, In : IEEE Communications Letters. 23, 2, p. 282-285 4 p., 8571305.

Research output: Contribution to journalArticle

Secret Sharing
Distributed Systems
Costs
Communication
Communication Cost

Generalized Jordan Center: A Source Localization Heuristic for Noisy and Incomplete Observations

Zhou, H., Jagmohan, A. & Varshney, L. R., Jun 1 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 243-247 5 p. 8755585. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Maximum likelihood

Information and Energy Transmission with Experimentally Sampled Harvesting Functions

Seo, D. & Varshney, L. R., Jun 1 2019, In : IEEE Transactions on Communications. 67, 6, p. 4479-4490 12 p., 8662577.

Research output: Contribution to journalArticle

Sobolev spaces
Wi-Fi
Energy harvesting
Network protocols
Networks (circuits)

Mathematical limit theorems for computational creativity

Varshney, L. R., Jan 1 2019, In : IBM Journal of Research and Development. 63, 1, 8618382.

Research output: Contribution to journalArticle

Information theory
Entropy
Geometry
Costs

Must surprise trump information?

Varshney, L. R., Mar 1 2019, In : IEEE Technology and Society Magazine. 38, 1, p. 81-87 7 p., 8664494.

Research output: Contribution to journalArticle

Open Access
Information technology
Internet
Egypt
information technology
leader

Non-Negative Matrix Factorization of Clustered Data with Missing Values

Chen, R. & Varshney, L. R., Jun 1 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 180-184 5 p. 8755555. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Recovery
Experiments

Polar Codes for Simultaneous Information and Energy Transmission

Basu, S. & Varshney, L. R., Jul 1 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815547. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prediction of odor complaints at a large composite reservoir in a highly urbanized area: A machine learning approach

Mulrow, J., Kshetry, N., Brose, D. A., Kumar, K., Jain, D., Shah, M., Kunetz, T. E. & Varshney, L. R., Jan 1 2019, In : Water Environment Research.

Research output: Contribution to journalArticle

Odors
odor
Learning systems
Composite materials
prediction

Registration for Image-Based Transcriptomics: Parametric Signal Features and Multivariate Information Measures

Chen, R., Das, A. B. & Varshney, L. R., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692933. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image registration
Gene expression
Pipelines
Innovation
Cells

Ridesharing systems with electric vehicles

Mamalis, T., Bose, S. & Varshney, L. R., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3329-3334 6 p. 8815109. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric vehicles

Safety in the Face of Unknown Unknowns: Algorithm Fusion in Data-driven Engineering Systems

Kshetry, N. & Varshney, L. R., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8162-8166 5 p. 8683392. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Systems engineering
Fusion reactions
Wastewater treatment
Learning algorithms
Learning systems

Shannon-Inspired Statistical Computing for the Nanoscale Era

Shanbhag, N. R., Verma, N., Kim, Y., Patil, A. D. & Varshney, L. R., Jan 1 2019, In : Proceedings of the IEEE. 107, 1, p. 90-107 18 p., 8482253.

Research output: Contribution to journalArticle

Memory architecture
Networks (circuits)
Energy efficiency
Signal to noise ratio
Concretes
Dynamical systems
music
Data storage equipment
Chemical analysis
learning
2018

A game-theoretic approach to a task delegation problem

Dobakhshari, D. G., Varshney, L. R. & Gupta, V., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1271-1276 6 p. 8335557

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Delegation
games
Game
Information Asymmetry
incentives

A neural network system for transformation of regional cuisine style

Kazama, M., Sugimoto, M., Hosokawa, C., Matsushima, K., Varshney, L. R. & Ishikawa, Y., Jan 1 2018, In : Frontiers in ICT. 5, JUL, 14.

Research output: Contribution to journalArticle

Open Access
Neural networks
Substitution reactions

Classification of Epigenetic Biomarkers with Atomically Thin Nanopores

Sarathy, A., Athreya, N. B., Varshney, L. R. & Leburton, J-P., Oct 4 2018, In : Journal of Physical Chemistry Letters. 9, 19, p. 5718-5725 8 p.

Research output: Contribution to journalArticle

Nanopores
biomarkers
Biomarkers
matched filters
Matched filters

Dimensions, bits, and wows in accelerating materials discovery

Varshney, L. R., Jan 1 2018, Springer Series in Materials Science. Springer-Verlag, p. 1-14 14 p. (Springer Series in Materials Science; vol. 280).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data compression
Patents and inventions
Artificial intelligence
Learning systems
Communication

Distributed storage meets secret sharing on the blockchain

Raman, R. K. & Varshney, L. R., Oct 23 2018, 2018 Information Theory and Applications Workshop, ITA 2018. Institute of Electrical and Electronics Engineers Inc., 8503089. (2018 Information Theory and Applications Workshop, ITA 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Secret Sharing
Recovery
Costs
Secret Sharing Scheme
Cryptography

Dynamic Distributed Storage for Blockchains

Raman, R. K. & Varshney, L. R., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 2619-2623 5 p. 8437335

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transactions
Cryptography
Costs
Coding
Hash Chain

Efficient and Flexible Crowdsourcing of Specialized Tasks with Precedence Constraints

Chatterjee, A., Borokhovich, M., Varshney, L. R. & Vishwanath, S., Apr 1 2018, In : IEEE/ACM Transactions on Networking. 26, 2, p. 879-892 14 p.

Research output: Contribution to journalArticle

Industry
Availability

Embodiment, Anthropomorphism, and Intellectual Property Rights for AI Creations

Somaya, D. & Varshney, L. R., Dec 27 2018, AIES 2018 - Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 278-283 6 p. (AIES 2018 - Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intellectual property
Artificial intelligence
Innovation
Engines

Experiments and Models for Decision Fusion by Humans in Inference Networks

Vempaty, A., Varshney, L. R., Koop, G. J., Criss, A. H. & Varshney, P. K., Jun 1 2018, In : IEEE Transactions on Signal Processing. 66, 11, p. 2960-2971 12 p.

Research output: Contribution to journalArticle

Fusion reactions
Experiments
Sensors
Wireless sensor networks
Internet of things

Generalized water-filling for source-aware energy-efficient SRAMs

Kim, Y., Kang, M., Varshney, L. R. & Shanbhag, N. R., Oct 1 2018, In : IEEE Transactions on Communications. 66, 10, p. 4826-4841 16 p., 8368137.

Research output: Contribution to journalArticle

Data storage equipment
Water
Convex optimization
Signal to noise ratio
Energy conservation

On Multiuser Systems with Queue-Length Dependent Service Quality

Seo, D., Chatterjee, A. & Varshney, L. R., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 341-345 5 p. 8437448

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Service Quality
Queue Length
Transmitters
Servers
Dependent

Skip-Sliding Window Codes

Wu, T. Y., Tandon, A., Varshney, L. R. & Motani, M., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 1799-1803 5 p. 8437345

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sliding Window
Costs
Communication
Coding
Information Transfer

SRAM Bit-line Swings Optimization using Generalized Waterfilling

Kim, Y., Kang, M., Varshney, L. R. & Shanbhag, N. R., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 1670-1674 5 p. 8437564. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random Access
Water
Data storage equipment
Optimization
Line

Surprising sequences for communication and conversation

Wu, T. Y., Ge, X. & Varshney, L. R., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Boring
Communication
Cognitive systems
Transceivers
Wire

The role of information patterns in designing crowdsourcing contests

Ranade, G. V. & Varshney, L. R., Jan 1 2018, Creating and Capturing Value through Crowdsourcing. Oxford University Press, p. 154-177 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Contests
Workers
Hiring
Contest design
Factors

Towards information-theoretic limits of the global neuronal workspace architecture

Varshney, L. R., Jan 1 2018, In : CEUR Workshop Proceedings. 2287

Research output: Contribution to journalConference article

Channel coding
Information theory
Brain
Data storage equipment

Universal joint image clustering and registration using multivariate information measures

Raman, R. K. & Varshney, L. R., Oct 1 2018, In : IEEE Journal on Selected Topics in Signal Processing. 12, 5, p. 928-943 16 p., 8409946.

Research output: Contribution to journalArticle

Universal joints
Image registration
Image resolution
Pixels
2017

An algorithmic framework for estimating rumor sources with different start times

Ji, F., Tay, W. P. & Varshney, L. R., May 15 2017, In : IEEE Transactions on Signal Processing. 65, 10, p. 2517-2530 14 p., 7833026.

Research output: Contribution to journalArticle

A Systems Approach to Computing in beyond CMOS Fabrics: Invited

Patil, A., Shanbhag, N. R., Varshney, L. R., Pop, E., Wong, H. S. P., Mitra, S., Rabaey, J., Weldon, J., Pileggi, L., Manipatruni, S., Nikonov, D. & Young, I., Jun 18 2017, Proceedings of the 54th Annual Design Automation Conference 2017, DAC 2017. Institute of Electrical and Electronics Engineers Inc., 18. (Proceedings - Design Automation Conference; vol. Part 128280).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Budget-optimal clustering via crowdsourcing

Raman, R. K. & Varshney, L. R., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 2163-2167 5 p. 8006912. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering
Limiting
Data storage equipment
Stochastic models
Clustering algorithms

Capacity of systems with queue-length dependent service quality

Chatterjee, A., Seo, D. & Varshney, L. R., Feb 2 2017, Proceedings of 2016 International Symposium on Information Theory and Its Applications, ISITA 2016. Institute of Electrical and Electronics Engineers Inc., p. 552-556 5 p. 7840485

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quality of service
Servers
Communication
information processing
multimedia

Capacity of Systems with Queue-Length Dependent Service Quality

Chatterjee, A., Seo, D. & Varshney, L. R., Jun 1 2017, In : IEEE Transactions on Information Theory. 63, 6, p. 3950-3963 14 p., 7876715.

Research output: Contribution to journalArticle

Quality of service
Servers
Communication
information processing
multimedia

Color-based visual sentiment for social communication

Amencherla, M. & Varshney, L. R., Jul 27 2017, 2017 15th Canadian Workshop on Information Theory, CWIT 2017. Institute of Electrical and Electronics Engineers Inc., 7994829. (2017 15th Canadian Workshop on Information Theory, CWIT 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Color
Communication

Communication over a channel that wears out

Wu, T. Y., Varshney, L. R. & Tan, V. Y. F., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 581-585 5 p. 8006594. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Block Codes
Block codes
Wear of materials
Communication
Damage

Cost-performance tradeoffs in unreliable computation architectures

Donmez, M. A., Raginsky, M., Singer, A. C. & Varshney, L. R., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 215-219 5 p. 7869027. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Fusion reactions

Customer referral incentives and social media

Lobel, I., Sadler, E. & Varshney, L. R., Oct 1 2017, In : Management Science. 63, 10, p. 3514-3529 16 p.

Research output: Contribution to journalArticle

Payment
Referral
Social media
Incentives
Approximation

Decision making with quantized priors leads to discrimination

Varshney, L. R. & Varshney, K. R., Feb 1 2017, In : Proceedings of the IEEE. 105, 2, p. 241-255 15 p., 7605524.

Research output: Contribution to journalArticle

Decision making
Social aspects
Signal detection
Law enforcement
Costs

Energy-reliability limits in nanoscale circuits

Chatterjee, A. & Varshney, L. R., Mar 27 2017, 2016 Information Theory and Applications Workshop, ITA 2016. Institute of Electrical and Electronics Engineers Inc., 7888169. (2016 Information Theory and Applications Workshop, ITA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy utilization
Boolean functions
Networks (circuits)
Logic circuits
Semiconductor devices

Energy-reliability limits in nanoscale neural networks

Chatterjee, A. & Varshney, L. R., May 10 2017, 2017 51st Annual Conference on Information Sciences and Systems, CISS 2017. Institute of Electrical and Electronics Engineers Inc., 7926139. (2017 51st Annual Conference on Information Sciences and Systems, CISS 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy utilization
Neural networks
Magnetoelectronics
Nanotechnology
Neurons

Estimating the number of infection sources in a tree

Ji, F., Tay, W. P. & Varshney, L. R., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 380-384 5 p. 7905868. (2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Foodsheds in virtual water flow networks: A spectral graph theory approach

Kshetry, N. & Varshney, L. R., Jan 1 2017, In : Frontiers in ICT. 4, JUN, 17.

Research output: Contribution to journalArticle

Open Access
Graph theory
Sustainable development
Water
Food supply
Formal methods

Illum information

Raman, R. K., Yu, H. & Varshney, L. R., Aug 30 2017, 2017 Information Theory and Applications Workshop, ITA 2017. Institute of Electrical and Electronics Engineers Inc., 8023479. (2017 Information Theory and Applications Workshop, ITA 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random variables
Ising model
Testing

Language coverage for mismatched crowdsourcing

Varshney, L. R., Jyothi, P. & Hasegawa-Johnson, M. A., Mar 27 2017, 2016 Information Theory and Applications Workshop, ITA 2016. Institute of Electrical and Electronics Engineers Inc., 7888198. (2016 Information Theory and Applications Workshop, ITA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Information theory
Speech recognition
Labels
Acoustic waves

Multi-Object Classification via Crowdsourcing with a Reject Option

Li, Q., Vempaty, A., Varshney, L. R. & Varshney, P. K., Feb 15 2017, In : IEEE Transactions on Signal Processing. 65, 4, p. 1068-1081 14 p., 7747496.

Research output: Contribution to journalArticle

Transcription
Agglomeration
Switches

Pace of Life in Cities and the Emergence of Town Tweeters

Gross, A. J., Murthy, D. & Varshney, L. R., Dec 1 2017, In : SAGE Open. 7, 4

Research output: Contribution to journalArticle

twitter
town
population density
large city
social media