Publications 2017

  1. Rajendran, J., Lakshminarayanan, A. S., Khapra, M. M., Parthasarathy, P., and Ravindran, B. (2017) "Attend, Adapt, and Transfer: Attentive Deep Architecture for Adative Transfer from Multiple Sources in the Same Domain". To appear in the Proceedings of the Fifth International Conference on Learning Representations (ICLR 2017).

  2. arma, S., Lakshminarayanan, A. S., and Ravindran, B. (2017) "Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning". To appear in the Proceedings of the Fifth International Conference on Learning Representations (ICLR 2017).

  3. Rajeswaran, A., Ghotra, S., Ravindran, B., and Levine, S. (2017) "EPOpt: Learning Robust Neural Network Policies using Model Ensembles". To appear in the Proceedings of the Fifth International Conference on Learning Representations (ICLR 2017).

  4. Prasad,V., Jangir, R., Krishna, K. M., and Ravindran, B. (2017) "Data driven strategies for Active Monocular SLAM using Inverse Reinforcement Learning". To appear in the proceedings of the Sixteenth International Conference on Autonomous Agents and Multi Agent Systems (AAMAS 2017). ACM Press. (Extended Abstract)

  5. Gupte, P. V., Ravindran, B., and Parthasarthy, S. (2017) " Role Discovery in Graphs using Global Features: Algorithms, Applications and a Novel Evaluation Strategy". To appear in the proceedings of the Thirty-Third IEEE International Conference on Data Engineering (ICDE 2017). IEEE Press.

  6. Lakshminarayanan, A. S., Sharma, S., and Ravindran, B. (2017) " Dynamic Action Repetition For Deep Reinforcement Learning". To appear in the proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17). AAAI Press.

  7. Gnanambikai Krishnakumar, Patanjali SLPSK, Prasanna Karthik Vairam, Chester Rebeiro:"GANDALF: A fine-grained hardware-software co-design for preventing memory attacks". CoRR abs/1702.07223 (2017).

  8. Punit Khanna, Chester Rebeiro and Dr. Aritra Hazra, "XFC: A Framework for Exploitable Fault Characterization in Block Ciphers", Accepted for publication in the 54th Design Automation Conference (DAC), June 2017.

  9. Saurav Kumar Ghosh, Vishnuvardhan P., Satya Gautam Vadla mudi, Dr.Aritra Hazra, Soumyajit Dey and Partha Pratim Chakrabarti, "RELSPEC: A Framework for Reliability Aware Design of Component based Embedded Systems", In the Design Automation for Embedded Systems (DAES) Journal, Springer, vol. 21, no. 1, pp. 37-87, March 2017.

  10. Sudipa Mandal, Antonio A. Bruto da Costa, Dr. Aritra Hazra, Pallab Dasgupta, Bhushan Naware, Chunduri Rama Mohan and Sanjib Basu, "Formal Verification of Power Management Logic with Mixed-Signal Domains", In the 30th Proceedings of International Conference on VLSI Design (VLSID), pp. 239-244, January 2017.