Aditya Vempaty  Aditya Vempaty photo         

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Research Staff Member
Learning Analytics for Personalized Learning in Cognitive Tutoring Systems
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Professional Associations

Professional Associations:  IEEE   |  IEEE Communications Society  |  IEEE Information Theory Society  |  IEEE Signal Processing Society


2018

Received-Signal-Strength-Based Localization in Wireless Sensor Networks
Niu, Ruixin and Vempaty, Aditya and Varshney, Pramod K
Proceedings of the IEEE pp. 99, 1--17, IEEE, 2018
Abstract

Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges
Vempaty, Aditya and Kailkhura, Bhavya and Varshney, Pramod K
ICASSP 2018
Abstract

Data-Driven Job Capability Profiling
Liu, Rong and Agrawal, Bhavna and Vempaty, Aditya and Sherchan, Wanita and Sin, Sherry and Tan, Michael
International Conference on Artificial Intelligence in Education, pp. 187--192, 2018
Abstract

Supporting Multiple Learning Experiences on a Childhood Vocabulary Tutoring Platform
Vempaty, Aditya and Abuelsaad, Tamer and Allain, Allison and Kokku, Ravi
International Conference on Intelligent Tutoring Systems, pp. 392--398, 2018
Abstract

Assessing National Development Plans for Alignment with Sustainable Development Goals via Semantic Search
Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, and Kush R. Varshney
Thirtieth Conference on Innovative Applications of Artificial Intelligence (IAAI-18), 2018

Experiments and Models for Decision Fusion by Humans in Inference Networks
Vempaty, Aditya and Varshney, Lav and Koop, Gregory J and Criss, Amy H and Varshney, Pramod K
IEEE Transactions on Signal Processing, IEEE, 2018
Abstract


2017

Statistical Analysis of Peer Detailing for Children’s Diarrhea Treatments
Tao, Yumeng and Bhattacharjya, Debarun and Heching, Aliza R and Vempaty, Aditya and Singh, Moninder and Lam, Felix and Varshney, Kush R and Mojsilovi{\'c}, Aleksandra
2017 - krvarshney.github.io
Abstract

Effectiveness of Peer Detailing in a Diarrhea Program in Nigeria
Yumeng Tao, Debarun Bhattacharjya, Aliza R. Heching, Aditya Vempaty, Moninder Singh, Felix Lam, Jason Houdek, Mohammed Abubakar, Ahmad Abdulwahab, Tiwadayo Baraimoh, Nnenna Ihebuzor, Aleksandra Mojsilovic, and Kush R. Varshney
IBM Journal of Research and Development, vol. 61, issue 6, p. 1, November-December 2017

On classification of environmental acoustic data using crowds
Zhang, Shan and Vempaty, Aditya and Parks, Susan E and Varshney, Pramod K
Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on, pp. 5880--5884
Abstract

A unified diversity measure for distributed inference
Khanduri, Prashant and Vempaty, Aditya and Varshney, Pramod K
Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on, pp. 3934--3938
Abstract

Multi-object classification via crowdsourcing with a reject option
Li, Qunwei and Vempaty, Aditya and Varshney, Lav R and Varshney, Pramod K
IEEE Transactions on Signal Processing 65(4), 1068--1081, IEEE, 2017
Abstract

A Coupon-Collector Model of Machine-Aided Discovery
Vempaty, Aditya and Varshney, Lav R and Varshney, Pramod K
arXiv preprint arXiv:1708.03833, 2017
Abstract


2016

Correcting Forecasts with Multifactor Neural Attention
Riemer, Matthew and Vempaty, Aditya and Calmon, Flavio P and Heath III, Fenno F and Hull, Richard and Khabiri, Elham
Proceedings of The 33rd International Conference on Machine Learning, pp. 3010--3019, 2016
Abstract


2015

Reliable inference from unreliable agents
Vempaty, Aditya
Ph.D. Thesis, 2015
Abstract

Distributed Inference in Tree Networks Using Coding Theory
Kailkhura, Bhavya and Vempaty, Aditya and Varshney, Pramod K
IEEE Transactions on Signal Processing 63(14), 3715--3726, IEEE, 2015
Abstract

CEO problem for belief sharing
Vempaty, Aditya and Varshney, Lav R
Information Theory Workshop (ITW), 2015 IEEE, pp. 1--5
Abstract

Decision fusion by people: Experiments, models, and sociotechnical system design
Vempaty, Aditya and Varshney, Lav R and Koop, Gregory J and Criss, Amy H and Varshney, Pramod K
Signal and Information Processing (GlobalSIP), 2015 IEEE Global Conference on, pp. 83--87
Abstract

The non-regular CEO problem
Vempaty, Aditya and Varshney, Lav R
IEEE Transactions on Information Theory 61(5), 2764--2775, IEEE, 2015
Abstract

Sparsity-promoting sensor management for estimation: An energy balance point of view
Liu, Sijia and Chen, Feishe and Vempaty, Aditya and Fardad, Makan and Shen, Lixin and Varshney, Pramod K
Information Fusion (Fusion), 2015 18th International Conference on, pp. 231--238
Abstract


2014

Coding theory for reliable signal processing
Vempaty, Aditya and Han, Yunghsiang S and Varshney, Lav R and Varshney, Pramod K
Computing, Networking and Communications (ICNC), 2014 International Conference on, pp. 200--205
Abstract

False discovery rate based distributed detection in the presence of Byzantines
Vempaty, Aditya and Ray, Priyadip and Varshney, Pramod K
IEEE Transactions on Aerospace and Electronic Systems 50(3), 1826--1840, IEEE, 2014
Abstract

On quantizer design for distributed Bayesian estimation in sensor networks
Vempaty, Aditya and He, Hao and Chen, Biao and Varshney, Pramod K
IEEE Transactions on Signal Processing 62(20), 5359--5369, IEEE, 2014
Abstract

Assuring privacy and reliability in crowdsourcing with coding
Varshney, Lav R and Vempaty, Aditya and Varshney, Pramod K
Information Theory and Applications Workshop (ITA), 2014, pp. 1--6
Abstract

Energy-aware sensor selection in field reconstruction
Liu, Sijia and Vempaty, Aditya and Fardad, Makan and Masazade, Engin and Varshney, Pramod K
IEEE Signal Processing Letters 21(12), 1476--1480, IEEE, 2014
Abstract

Target localization in wireless sensor networks using error correcting codes
Vempaty, Aditya and Han, Yunghsiang S and Varshney, Pramod K
IEEE Transactions on Information Theory 60(1), 697--712, IEEE, 2014
Abstract

Reliable crowdsourcing for multi-class labeling using coding theory
Vempaty, Aditya and Varshney, Lav R and Varshney, Pramod K
IEEE Journal of Selected Topics in Signal Processing 8(4), 667--679, IEEE, 2014
Abstract


2013

Target localization in wireless sensor networks using error correcting codes in the presence of Byzantines
Vempaty, Aditya and Han, Yunghsiang S and Varshney, Pramod K
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pp. 5195--5199
Abstract

Target tracking in wireless sensor networks in the presence of Byzantines
Vempaty, Aditya and Ozdemir, Onur and Varshney, Pramod K
Information Fusion (FUSION), 2013 16th International Conference on, pp. 968--973
Abstract

Optimal quantizers for distributed Bayesian estimation
Vempaty, Aditya and Chen, Biao and Varshney, Pramod K
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pp. 4893--4897
Abstract

Byzantine tolerant target localization in wireless sensor networks over non-ideal channels
Vempaty, Aditya and Han, Yunghsiang S and Varshney, Pramod K
Communications and Information Technologies (ISCIT), 2013 13th International Symposium on, pp. 407--411
Abstract

Further results on noise-enhanced distributed inference in the presence of Byzantines
Vempaty, Aditya and Nadendla, V Sriram Siddhardh and Varshney, Pramod K
Wireless Personal Multimedia Communications (WPMC), 2013 16th International Symposium on, pp. 1--5
Abstract

Reliable classification by unreliable crowds
Vempaty, Aditya and Varshney, Lav R and Varshney, Pramod K
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pp. 5558--5562
Abstract

Distributed inference with byzantine data: State-of-the-art review on data falsification attacks
Vempaty, Aditya and Tong, Lang and Varshney, Pramod K
IEEE Signal Processing Magazine 30(5), 65--75, IEEE, 2013
Abstract

Localization in wireless sensor networks: Byzantines and mitigation techniques
Vempaty, Aditya and Ozdemir, Onur and Agrawal, Keshav and Chen, Hao and Varshney, Pramod K
IEEE Transactions on Signal Processing 61(6), 1495--1508, IEEE, 2013
Abstract


2012

Mitigation of Byzantine attacks for target location estimation in wireless sensor networks
Vempaty, Aditya and Ozdemir, Onur and Varshney, Pramod K
Information Sciences and Systems (CISS), 2012 46th Annual Conference on, pp. 1--6
Abstract


2011

Target localization in wireless sensor networks with quantized data in the presence of byzantine attacks
Agrawal, Keshav and Vempaty, Aditya and Chen, Hao and Varshney, Pramod K
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on, pp. 1669--1673
Abstract

On noise-enhanced distributed inference in the presence of Byzantines
Gagrani, Mukul and Sharma, Pranay and Iyengar, Satish and Nadendla, V Sriram Siddhardh and Vempaty, Aditya and Chen, Hao and Varshney, Pramod K
Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on, pp. 1222--1229
Abstract

Adaptive learning of Byzantines' behavior in cooperative spectrum sensing
Vempaty, Aditya and Agrawal, Keshav and Varshney, Pramod and Chen, Hao
Wireless Communications and Networking Conference (WCNC), 2011 IEEE, pp. 1310--1315
Abstract


Year Unknown

How efficient are we at fusing decisions?
Vempaty, Aditya and Koop, Gregory J and Criss, Amy H and Varshney, Lav R and Varshney, Pramod K
memolab.syr.edu, 0
Abstract