L. Srivani, N. H. V. Krishna Giri, Shankar Ganesh, V.Kamakoti, "Generating Synthetic Benchmark Circuits for Accelerated Life Testing of Field Programmable Gate Arrays using Genetic Algorithm and Particle Swarm Optimization", Applied Soft Computing, Vol. 27, pp.179-190, (2015).
Milan Patnaik, R. Chidambaranathan, Chirag Garg, Arnob Roy, V. R. Devanathan, Shankar Balachandran and V. Kamakoti, "ProWATCh: A Proactive Cross-Layer Workload Aware Temperature Management Framework for Low-Power CMPs", ACM Journal on Emerging Trends in Computing, Vol. 12 (3), 2015.
Neel Gala, V. R. Devanathan, V. Visvanathan, and V. Kamakoti, "Best is the Enemy of Good: Design Techniques for Low Power Tunable Approximate ASICs Targeting Media-Based Applications", Journal of Low Power Electronics, Vol. 11, pp. 133-148, 2015.
Seetal Potluri, A. Satya Trinadh, Sobhan Babu, V. Kamakoti, and Nitin Chandrachoodan, "DFT Assisted Techniques for Peak Launch-to-Capture Power Reduction during Launch-On-Shift At-Speed Testing", ACM Transactions on Design Automation of Electronic Systems, Vol. 21 (1), November 2015.
Patanjali SLPSK, Seetal Potluri and V. Kamakoti, "HALTimer: a fast Vt replacement Heuristic for leakage power minimization using Adaptive Lazy Timer", Work-In-Progress Session, 52nd Design Automation Conference, San Francisco, California, USA, June 7-11, 2015.
Satya Trinadh A, Sobhan Babu Ch., Shiv Govind Singh, Seetal Potluri and Kamakoti V, "DP-fill: A Dynamic Programming approach to X-filling for minimizing peak test power in scan tests", To appear in Proceedings of 18th Design and Test in Europe (DATE) Conference, 2015, Grenoble, France.
Seetal Potluri, Satya Trnadh Adireddy, S.G. Singh, Sobhan Babu Ch and Kamakoti V, "Impact of Multi-Vt technique in Eliminating Thermal Runaway during Testing of 3D chips", Accepted for presentation in 3D Integration Technology, Architecture, Design, Package, Automation, and Test conducted as part of 18th Design and Test in Europe (DATE) Conference, 2015, Grenoble, France.
Pavan Vithal Torvi, V.R. Devanathan and V. Kamakoti, "Framework for selective flip-flop replacement for soft error mitigation", In proceedings of 28th International Conference on VLSI Conference, Bengaluru, India, (2015).
Prasanna, P., Chandar, S., Ravindran, B. (2015) "TSEB: More Efficient Thompson Sampling for Policy Learning". arXiv.
Rajendran J., Prasanna, P., Ravindran, B., and Khapra, M. M. (2015) "ADAAPT: A Deep Architecture for Adaptive Policy Transfer from Multiple Sources". arXiv
Saha, A., Acharya, A., Ravindran, B., and Ghosh, J. (2015) "Nonparametric Poisson Factorization Machine". In the Proceedings of the Fifteenth IEEE International Conference on Data Mining (ICDM 2015), pp. 967-972. IEEE Press.
Sankar, V., and Ravindran, B. (2015) "Parallelization of Game Theoretic Centrality Algorithms". In the Special Issue on Applications of Data Sciences of Sadhana, The Engineering Proceedings of the Indian Academy of Sciences, September 2015, Volume 40, Issue 6, pp. 1821-1843. Springer.
Saha, A., Misra, R., and Ravindran, B. (2015) "Scalable Bayesian Matrix Factorization". Accepted at the Sixth International Workshop on Mining Ubiquitous and Social Environments (MUSE), co-located with ECML/PKDD 2015, Porto, Portugal. +
Balasubramani, P. P., Chakravarthy, V. S., Ravindran, B., and Moustafa, A. A. (2015) "A Network Model of Basal Ganglia for Understanding the Roles of Dopamine and Serotonin in Reward-Punishment-Risk based Decision Making". Frontiers in Computational Neuroscience 9:76. June 17, 2015. Article
Garlapati, A., Raghunathan, A., Nagarajan, V., and Ravindran, B. (2015) "A Reinforcement Learning Approach to Online Learning of Decision Trees". Accepted at the European Workshop on Reinforcement Learning (EWRL 2015). arXiv +
Balasubramani, P. P., Chakravarthy, V. S., Ali, M., Ravindran, B., and Moustafa, A. A. (2015) "Identifying the Basal Ganglia Network Model Markers for Medication-induced Impulsivity in Parkinson's Disease patients". PLoS ONE 10(6): e0127542. June 4, 2015. Article
Sankar, V., Shivashankar, S., and Ravindran. B. (2015) "CEIL: A Scalable, Resolution Limit Free Approach for Detecting Communities in Large Networks". In the Proceedings of the Twenty Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), pp. 2097-2103. AAAI Press. PDF
Satchidanand, S. N., Ananthapadmanaban, H., and Ravindran, B. (2015) "Extended Discriminative Random Walk: A Hypergraph Approach to Multi-View Multi-Relational Transductive Learning". In the Proceedings of the Twenty Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), pp. 3791-3797. AAAI Press. PDF
Patil, S., and Ravindran, B. (2015) "Active Learning based Weak Supervision for Textual Survey Response Classification". In the Proceedings of the Sixteenth International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015), Vol. 2, pp. 309-320. Springer. PDF
Pasumarthi, R. K., Narayanam, R., and Ravindran, B. (2015) "Near Optimal Strategies for Targeted Marketing on Social Networks". In the Proceedings of the Fourteenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015), pp. 1679-1680. ACM Press. (Extended Abstract) PDF
Gurukar, S., Ranu, S., and Ravindran, B. (2015) "COMMIT : A Scalable Approach to Mining Communication Motifs from Dynamic Networks". in the Proceedings of ACM SIGMOD Conference on Management of Data, pp. 475-489. ACM Press. PDF
Roy, S., and Ravindran, B. (2015) "Measuring Network Centrality Using Hypergraphs". In the Proceedings of the Second ACM-IKDD Conference on Data Sciences (IKDD CoDS). ACM Digital Library. PDF [Best Student Paper]
Rongali, S., Sarath Chandar, A. P., and Ravindran, B. (2015) "From Multiple Views to Single View : A Neural Network Approach". In the Proceedings of the Second ACM-IKDD Conference on Data Sciences (IKDD CoDS). ACM Digital Library. PDF
Chester Rebeiro, Debdeep Mukhopadhyay:"Micro-Architectural Analysis of Time-Driven Cache Attacks: Quest for the Ideal Implementation". IEEE Trans. Computers 64(3): 778-790 (2015).
Chester Rebeiro, Debdeep Mukhopadhyay:"A Formal Analysis of Prefetching in Profiled Cache-Timing Attacks on Block Ciphers". IACR Cryptology ePrint Archive 2015: 1191 (2015).
Saurav Kumar Ghosh,Dr. Aritra Hazra and Soumyajit Dey, "RELSPEC: A Framework for Early Reliability Refinement of Embedded Applications", In 28th IEEE International Conference on VLSI Design (VLSID), pp. 41-46, January 2015.
Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni, "Noam Slonim: Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection". In Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2015), Portugal, September 2015, pp. 440-450.