Publications

Journal Articles

Optimal pricing in black box Stackelberg games using revealed preference feedback & Application to pricing in electricity markets
A. Aprem, and S. Roberts
In review

A Bayesian optimization approach to compute the Nash equilibria of potential games using bandit feedback
A. Aprem, and S. Roberts
Computational Intelligence, Machine Learning and Data Analytics, Computer Journal, vol. 12, Dec. 2019

Multiple stopping time POMDPs: Structural results & application in interactive advertising on social media
V. Krishnamurthy, A. Aprem, and S. Bhatt
Automatica, vol. 95, pp. 385 - 398, Jun. 2018

Engagement and Popularity Dynamics of YouTube Videos and Sensitivity to Meta-Data
W. Hoiles, A. Aprem, and V. Krishnamurthy
IEEE Transactions on Knowledge and Data Engineering, vol. 29, no. 7, pp. 1426-1437, Jul. 2017

Utility Change Point Detection in Online Social Media: A Revealed Preference Framework
A. Aprem and V. Krishnamurthy
IEEE Transactions on Signal Processing, vol. 65, no. 7, Apr. 2017

PAC Algorithms for Detecting Nash Equilibrium Play in Social Networks: From Twitter to Energy Markets
W. Hoiles, V. Krishnamurthy, and A. Aprem
IEEE Access, vol. 4, no. , pp. 8147-8161, Dec. 2016

Transmit Power Control Policies for Energy Harvesting Sensors With Retransmissions
A. Aprem, C.R. Murthy, and N.B. Mehta
IEEE Journal of Selected Topics in Signal Processing, vol. 7, no. 5, pp. 895-906, Oct. 2013

Conference Publications

Optimal pricing in black box producer-consumer Stackelberg games using revealed preference feedback
A. Aprem and S. Roberts
29th IEEE International Conference on Machine Learning for Signal Processing, Oct. 2019

A data centric approach to utility change detection in online social media
A. Aprem and V. Krishnamurthy
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar. 2017

Multiple stopping time POMDPs: Structural results
V. Krishnamurthy, A. Aprem, and S. Bhatt
54th Annual Allerton Conference on Communication, Control, and Computing (Allerton), Sep. 2016

Transmit power control with ARQ in energy harvesting sensors: A decision-theoretic approach
A. Aprem, C.R. Murthy, and N.B. Mehta
IEEE Global Communications Conference (GLOBECOM), Dec. 2012

Reusable and Scalable Verification Environment for Memory Controllers
K.K. Abburi, S.S. Evani, S. Thomas, and A. Aprem
Progress in VLSI Design and Test, Berlin, Heidelberg, Jul. 2012

Faster verification closure using VMM and Designware VIPs
A. Aprem and S. Thomas
In Proceedings of the SNUG India, Jun. 2009