Journal Publications

  • Shweta Jain, Sujit Gujar, Satyanath Bhat, Onno Zoeter and Y. Narahari - A Quality Assuring, Cost Optimal Multi-Armed Bandit Mechanism for Expertsourcing Artificial Intelligence, Volume 254, January 2018, Pages 44-63 [PDF]

  • Uma Garimella and Praveen Paruchuri- (HR)2 - An Agent for Helping HR with Recruitment In International Journal of Agent Technologies and Systems (IJATS), 2015. [PDF]

Books and Chapters

  • Sujit Gujar and Boi Faltings - Auction Based Mechanisms for Dynamic Task Assignments in Expert Crowdsourcing Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets: AMEC/TADA 2015, Istanbul, Turkey, May 4, 2015, and AMEC/TADA 2016, New York, NY, USA, July 10, 2016, Revised Selected Papers 271 (2017): 50. [PDF]

  • P. S. Sastry and Naresh Manwani - Robust Learning of Classifiers in the Presence of Label Noise Pattern Recognition and Big Data, World Scientific Publishers, 2017. [PDF]

Conference Publications

2019

  • Tarun Gupta, Akshat Kumar and Praveen Paruchuri - Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs Accepted for presentation in AAAI 2019. [PDF]

  • Susobhan Ghosh, Easwar Subramanian, Sanjay P. Bhat, Sujit P. Gujar and Praveen Paruchuri - A Reinforcement Learning Based Broker Agent for a Power Trading Competition: Design and Performance Accepted for presentation in AAAI 2019. [PDF]

  • Kulin Shah and Naresh Manwani - Sparse Reject Option Classifier using Successive Linear Programming Accepted for presentation in AAAI 2019. [PDF]

  • Naresh Manwani - PRIL: Perceptron Ranking Using Interval Labels Accepted for publication in 6th ACM IKDD CoDs, 2019. [PDF]

2018

  • Gaurav Gupta, Sreeja Kamishetty and Praveen Paruchuri - A Prioritized Routing Assistant for Flow of Traffic 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC), 2018 [PDF]

  • Subba Reddy Oota, Adithya Avvaru, Naresh Manwani and Bapi S Raju - Mixture of Regression Experts in fMRI Encoding Accepted for presentation at Workshop on Visually grounded interaction and language (ViGIL), NIPS 2018. [PDF]

  • Subba Reddy Oota, Naresh Manwani, Raju S. Bapi - fMRI Semantic Category Decoding using Linguisitic Encoding of Word2Vec Accepted for publication in 25th International Conference on Neural Information Processing (ICONIP 2018). [ PDF ]

  • Dimitrios Chatzopoulos, Sujit Gujar Boi Faltings and Pen Hui - Privacy Preserving and Cost Optimal Mobile Crowdsensing using Smart Contracts on Blockchain To appear in the Proceedings of 15th IEEE International Conference on Mobile Ad-hoc and Sensor Systems, (IEEE MASS'18). [ PDF ]

  • Tarun Gupta, Akshat Kumar, and Praveen Paruchuri - Planning and Learning For Decentralized MDPs With Event Driven Rewards AAAI 2018. [ PDF ]

  • Ganesh Ghalme, Sujit Gujar, Amleshwar Kumar, Shweta Jain and Y Narahari - Design of Coalition Resistant Credit Score Functions for Online Discussion Forums In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, pp 95-103, AAMAS 2018. [ PDF ]

  • Manisha Padala, C V Jawahar, Sujit Gujar - Learning Optimal Redistribution Mechanisms Through Neural Networks In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, pp 345-353, AAMAS 2018. [ PDF ]

2017

  • Subba Reddy Oota, Naresh Manwani and Raju S. Bapi - fMRI Semantic Category Decoding using Linguisitic Encoding of Word2Vec Accepted for presentation at Visually-Grounded Interaction and Language (ViGIL), NIPS workshop 2017. [PDF]

  • Aritra Ghosh, Naresh Manwani and P. S. Sastry - On the Robustness of Decision Tree Learning Under Label Noise Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Jeju, South Korea, 2017. [PDF]

  • Ganesh Ghalme, Shweta Jain, Sujit Gujar and Y Narahari - Thompson Sampling Based Mechanisms for Stochastic Multi-Armed Bandit Problems In the Proceedings of the 2017 International Conference on Autonomous Agents and Multiagent Systems (AAMAS'2017). [PDF]

  • Praphul Chandra, Sujit Gujar and Y. Narahari - Referral-Embedded Provision Point Mechanisms for Crowdfunding of Public Projects In the Proceedings of the 2017 International Conference on Autonomous Agents and Multiagent Systems (AAMAS'2017). [PDF]

  • Rashi Aswani, Sai Krishna Munnangi and Praveen Paruchuri.- Improving Surveillance using Cooperative Target Observation AAAI-2017, San Francisco, USA. [PDF]

2016

  • Gaurav Gupta and Praveen Paruchuri- Effect of human behavior on traffic patterns during an emergency IEEE Intelligent Transportation Systems Conference-2016, Rio De Janeiro, Brazil. [PDF]

  • Akash Agarwal and Praveen Paruchuri - V2V Communication for Analysis of Lane Level Dynamics for better EV Traversal IEEE Intelligent Vehicles Symposium-2016, Gothenburg, Sweden. [PDF]

  • P. Mohapatra, P. K. Dokania, C. V. Jawahar and M. Pawan Kumar - Partial Linearization based Optimization for Multi-class SVM. In Proceedings of European Conference on Computer Vision (ECCV), 2016. [PDF]

  • P. Mohapatra, M. Rolinek, C. V. Jawahar, V. Kolmogorov and M. Pawan Kumar - Efficient Optimization for Rank-based Loss FunctionsarXiv preprint arXiv:1604.08269, 2016.  (Under review at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) ).  [PDF]

  • Dimitrios Chatzopoulos, Sujit Gujar, Boi Faltings and Pen Hui - LocalCoin: An Ad-hoc payment scheme for areas with high connectivity MobiHoc 2016 [PDF]

  • Praphul Chandra, Sujit Gujar and Y. Narahari - Crowdsourced Referral Auctions In the Proceedings of 22nd European Conference on Artificial Intelligence'16 (ECAI'16) [PDF]

  • Praphul Chandra, Sujit Gujar and Y. Narahari - Crowdfunding Public Projects with Provision Point: A Prediction Market Approach In the Proceedings of 22nd European Conference on Artificial Intelligence'16 (ECAI'16). [PDF]

  • Sujit Gujar and Boi Faltings - Dynamic Task Assignments for Expert Crowdsourcing: Theory and Empirical Evaluation In the Proceedings of 22nd European Conference on Artificial Intelligence'16 (ECAI'16). [PDF]

  • Akash Agarwal and Praveen Paruchuri - Analysis of Lane Level Dynamics for Emergency Vehicle Traversal AAMAS-2016, Singapore. [PDF]

2015

  • Aseem Behl, P Mohapatra, C. V. Jawahar and M. Pawan Kumar - Optimizing Average Precision using Weakly Supervised Data In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015. [PDF]

2014

  • Aseem Behl, M. Pawan Kumar and C. V. Jawahar - Optimizing Average Precision using Weakly Supervised Data Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, 23-28 June 2014, Columbus, Ohio, USA. [PDF]

  • P. Mohapatra, C. V. Jawahar and M. Pawan Kumar - Efficient Optimization for Average Precision SVM, In Proceedings  of  Advances in Neural Information Processing Systems (NIPS), 2014. [PDF]

2013

  • J. Panda, M. Brown, C. V. Jawahar - Offline Mobile Instance Retrieval with a Small Memory Footprint, In the Proceedings of International Conference on Computer Vision (ICCV), 2013. [PDF]