Research Publications -@ CSE-IITM

Publications by the members of CSE Department :

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Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning.

Janarthanan Rajendran, Mitesh Khapra, Sarath Chandar A P, Balaraman Ravindran
Appeared in NAACL HLT 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016, pp.171-181, Jun 2016.

Predicting reactions to short-text posts

B.V. Srinivasan, A. Natarajan, R. Sinha, V. Gupta, S. Revankar, Balaraman Ravindran
US Patent Grant Number: US 9256826 B2, Issued on : Mar 2016.

Trust and Distrust Across Coalitions: Shapley Value Based Centrality Measures for Signed Networks (Student Abstract Version).

Varun Gangal, Abhishek Narwekar, Balaraman Ravindran, Ramasuri Narayanam
Appeared in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA., pp.4212-, Feb 2016.

Correlational Neural Networks.

Sarath Chandar A P, Mitesh Khapra, Hugo Larochelle, Balaraman Ravindran
Appeared in Neural Computation, Vol 28, pp.257-285, 2016.

Nonparametric Poisson Factorization Machine.

Avijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh
Appeared in 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015 (ICDM 2015), pp.967-972, Nov 2015.

Scalable Bayesian Matrix Factorization.

Avijit Saha, Rishabh Misra, Balaraman Ravindran
Appeared in Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015) co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, September 7, 2015. (MUSE 2015), CEUR Workshop Proceedings, Vol 1521, pp.43-54, Sep 2015.

CEIL: A Scalable, Resolution Limit Free Approach for Detecting Communities in Large Networks.

Vishnu Sankar M, Balaraman Ravindran, S. Shivashankar
Appeared in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 (IJCAI 2015), pp.2097-2103, Jul 2015.

Extended Discriminative Random Walk: A Hypergraph Approach to Multi-View Multi-Relational Transductive Learning.

Sai Nageswar Satchidanand, Harini Ananthapadmanaban, Balaraman Ravindran
Appeared in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 (IJCAI 2015), pp.3791-3797, Jul 2015.

Near Optimal Strategies for Targeted Marketing in Social Networks.

Ramakumar Pasumarthi, Ramasuri Narayanam, Balaraman Ravindran
Appeared in Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2015, Istanbul, Turkey, May 4-8, 2015 (AAMAS 2015), pp.1679-1680, May 2015.

COMMIT: A Scalable Approach to Mining Communication Motifs from Dynamic Networks.

Saket Gurukar, Sayan Ranu, Balaraman Ravindran
Appeared in Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pp.475-489, May 2015.

Active Learning Based Weak Supervision for Textual Survey Response Classification.

Sangameshwar Patil, Balaraman Ravindran
Appeared in Computational Linguistics and Intelligent Text Processing - 16th International Conference, CICLing 2015, Cairo, Egypt, April 14-20, 2015, Proceedings, Part II, Lecture Notes in Computer Science, Vol 9042, pp.309-320, Apr 2015.

Measuring network centrality using hypergraphs.

Sanjukta Roy, Balaraman Ravindran
Appeared in Proceedings of the Second ACM IKDD Conference on Data Sciences, Bangalore, CoDS 2015, India, March 18-21, 2015, pp.59-68, Mar 2015.

From multiple views to single view: a neural network approach.

Subendhu Rongali, A. P. Sarath Chandar, Balaraman Ravindran
Appeared in Proceedings of the Second ACM IKDD Conference on Data Sciences, Bangalore, CoDS 2015, India, March 18-21, 2015, pp.104-109, Mar 2015.

A network model of basal ganglia for understanding the roles of dopamine and serotonin in reward-punishment-risk based decision making.

Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ahmed A. Moustafa
Appeared in Front. Comput. Neurosci., Vol 2015, 2015.

Hierarchical activity recognition for dementia care using Markov Logic Network.

K. S. Gayathri, Susan Elias, Balaraman Ravindran
Appeared in Personal and Ubiquitous Computing, Vol 19, pp.271-285, 2015.

An Autoencoder Approach to Learning Bilingual Word Representations.

A. P. Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh Khapra, Balaraman Ravindran, Vikas C. Raykar, Amrita Saha
Appeared in Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada, pp.1853-1861, Dec 2014.

Activity Recognition for Natural Human Robot Interaction.

Addwiteey Chrungoo, Manimaran Sivasamy Sivamurugan, Balaraman Ravindran
Appeared in Social Robotics - 6th International Conference, ICSR 2014, Sydney, NSW, Australia, October 27-29, 2014. Proceedings (ICSR 2014), Lecture Notes in Computer Science, Vol 8755, pp.84-94, Oct 2014.

Multi-label collective classification in multi-attribute multi-relational network data.

Priyesh Vijayan, Shivashankar Subramanian, Balaraman Ravindran
Appeared in 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, Beijing, China, August 17-20, 2014 (ASONAM 2014), pp.509-514, Aug 2014.

RRTPI: Policy iteration on continuous domains using rapidly-exploring random trees.

Manimaran Sivasamy Sivamurugan, Balaraman Ravindran
Appeared in 2014 IEEE International Conference on Robotics and Automation, ICRA 2014, Hong Kong, China, May 31 - June 7, 2014 (ICRA 2014), pp.4362-4367, May 2014.

Studying Indian Railways Network using hypergraphs.

Sai Nageswar Satchidanand, Siddharth Kumar Jain, Amit Maurya, Balaraman Ravindran
Appeared in Sixth International Conference on Communication Systems and Networks, COMSNETS 2014, Bangalore, India, January 6-10, 2014 (COMSNETS 2014), pp.1-6, Jan 2014.

Temporal analysis of telecom call graphs.

Saket Gurukar, Balaraman Ravindran
Appeared in Sixth International Conference on Communication Systems and Networks, COMSNETS 2014, Bangalore, India, January 6-10, 2014 (COMSNETS 2014), pp.1-6, Jan 2014.

An extended reinforcement learning model of basal ganglia to understand the contributions of serotonin and dopamine in risk-based decision making, reward prediction, and punishment learning.

Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Balaraman Ravindran, Ahmed A. Moustafa
Appeared in Front. Comput. Neurosci., Vol 2014, 2014.

Detection of Real-Time Intentions from Micro-blogs.

Nilanjan Banerjee, Dipanjan Chakraborty 0001, Anupam Joshi, Sumit Mittal, Angshu Rai, Balaraman Ravindran
Appeared in Mobile and Ubiquitous Systems: Computing, Networking, and Services - 10th International Conference, MOBIQUITOUS 2013, Tokyo, Japan, December 2-4, 2013, Revised Selected Papers (MOBIQUITOUS 2013), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol 131, pp.116-128, Dec 2013.

Will your facebook post be engaging?

Balaji Vasan Srinivasan, Anandhavelu Natarajan, Ritwik Sinha, Vineet Gupta, Shriram Revankar, Balaraman Ravindran
Appeared in Proceedings of the 1st workshop on User engagement optimization, UEO@CIKM 2013, San Francisco, California, USA, November 1, 2013, pp.25-28, Nov 2013.

Automated faceted reporting for web analytics.

Deepak Pai, Balaraman Ravindran, Shyam Rajagopalan, Ramesh Srinivasaraghavan
Appeared in Proceedings of the 4th international workshop on Web-scale knowledge representation retrieval and reasoning, Web-KR@CIKM 2013, San Francisco, CA, USA, November 1, 2013 (CIKM 2013), pp.9-16, Nov 2013.

Determining Review Coverage by Extracting Topic Sentences Using A Graph-based Clustering Approach.

Lakshmi Ramachandran, Balaraman Ravindran, Edward F. Gehringer
Appeared in Proceedings of the 6th International Conference on Educational Data Mining, Memphis, Tennessee, USA, July 6-9, 2013, pp.346-347, Jul 2013.

iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer.

Debarun Kar, Anand Kumar, Sutanu Chakraborti, Balaraman Ravindran
Appeared in Case-Based Reasoning Research and Development - 21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013. Proceedings (ICCBR 2013), Lecture Notes in Computer Science, Vol 7969, pp.203-217, Jul 2013.

Incremental Constrained Clustering: A Decision Theoretic Approach.

Swapna Raj Prabakara Raj, Balaraman Ravindran
Appeared in Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers (PAKDD 2013), Lecture Notes in Computer Science, Vol 7867, pp.475-486, Apr 2013.

Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality.

Tomasz P. Michalak, Karthik V. Aadithya, Piotr L. Szczepanski, Balaraman Ravindran, Nicholas R. Jennings
Appeared in J. Artif. Intell. Res. (JAIR), Vol 46, pp.607-650, 2013.

Functional site prediction by exploiting correlations between labels of interacting residues.

Saradindu Kar, Deepak Vijayakeerthi, Ashish V. Tendulkar, Balaraman Ravindran
Appeared in ACM International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB' 12, Orlando, FL, USA - October 08 - 10, 2012, pp.76-83, Oct 2012.

Understanding the Role of Serotonin in Basal Ganglia through a Unified Model.

Pragathi Priyadharsini Balasubramani, Balaraman Ravindran, V. Srinivasa Chakravarthy
Appeared in Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I (ICANN 2012), Lecture Notes in Computer Science, Vol 7552, pp.467-473, Sep 2012.

Feature Weighting and Confidence Based Prediction for Case Based Reasoning Systems.

Debarun Kar, Sutanu Chakraborti, Balaraman Ravindran
Appeared in Case-Based Reasoning Research and Development - 20th International Conference, ICCBR 2012, Lyon, France, September 3-6, 2012. Proceedings (ICCBR 2012), Lecture Notes in Computer Science, Vol 7466, pp.211-225, Sep 2012.

Integrating Human Instructions and Reinforcement Learners: An SRL Approach.

Pradyot Korupolu V. N., S. S. Manimaran , Balaraman Ravindran, Sriraam Natarajan
Appeared in 2nd International Workshop on Statistical Relational AI (StaRAI-12), held at the Uncertainty in Artificial Intelligence Conference (UAI 2012), Catalina Island, CA, USA, August 18, 2012, Aug 2012.

Gaze Allocation Analysis for a Visually Guided Manipulation Task.

Jose Nunez-Varela, Balaraman Ravindran, Jeremy L. Wyatt
Appeared in From Animals to Animats 12 - 12th International Conference on Simulation of Adaptive Behavior, SAB 2012, Odense, Denmark, August 27-30, 2012. Proceedings (SAB 2012), Lecture Notes in Computer Science, Vol 7426, pp.44-53, Aug 2012.

Learning in a small world.

Arun Tejasvi Chaganty, Prateek Gaur, Balaraman Ravindran
Appeared in International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012, Valencia, Spain, June 4-8, 2012 (3 Volumes) (AAMAS 2012), pp.391-397, Jun 2012.

Towards Analyzing Micro-Blogs for Detection and Classification of Real-Time Intentions.

Nilanjan Banerjee, Dipanjan Chakraborty 0001, Anupam Joshi, Sumit Mittal, Angshu Rai, Balaraman Ravindran
Appeared in Proceedings of the Sixth International Conference on Weblogs and Social Media, Dublin, Ireland, June 4-7, 2012, Jun 2012.

Instructing a Reinforcement Learner.

Pradyot Korupolu V. N., Manimaran Sivasamy Sivamurugan, Balaraman Ravindran
Appeared in Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, Marco Island, Florida. May 23-25, 2012, May 2012.

Where do i look now? Gaze allocation during visually guided manipulation.

Jose Nunez-Varela, Balaraman Ravindran, Jeremy L. Wyatt
Appeared in IEEE International Conference on Robotics and Automation, ICRA 2012, 14-18 May, 2012, St. Paul, Minnesota, USA (ICRA 2012), pp.4444-4449, May 2012.

Adaptive network intrusion detection system using a hybrid approach.

R. Rangadurai Karthick, Vipul P. Hattiwale, Balaraman Ravindran
Appeared in Fourth International Conference on Communication Systems and Networks, COMSNETS 2012, Bangalore, India, January 3-7, 2012 (COMSNETS 2012), pp.1-7, Jan 2012.

Options with Exceptions.

Munu Sairamesh, Balaraman Ravindran
Appeared in Recent Advances in Reinforcement Learning - 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised Selected Papers (EWRL 2011), Lecture Notes in Computer Science, Vol 7188, pp.165-176, Sep 2011.

Fractional Moments on Bandit Problems.

Ananda Narayanan B., Balaraman Ravindran
Appeared in UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011 (UAI 2011), pp.531-538, Jul 2011.

Personalized Intelligent Tutoring System Using Reinforcement Learning.

Ankit Malpani, Balaraman Ravindran, Hema A. Murthy
Appeared in Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, May 18-20, 2011, Palm Beach, Florida, USA, May 2011.

Utility Driven Clustering.

Prabakararaj Swapna Raj, Balaraman Ravindran
Appeared in Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, May 18-20, 2011, Palm Beach, Florida, USA, May 2011.

A system approach to network modeling for DDoS detection using a Nave Bayesian classifier.

Rajagopalan Vijayasarathy, Serugudi Venkataraman Raghavan, Balaraman Ravindran
Appeared in Third International Conference on Communication Systems and Networks, COMSNETS 2011, Bangalore, India, January 4-8, 2011 (COMSNETS 2011), pp.1-10, Jan 2011.

Modeling Basal Ganglia for Understanding Parkinsonian Reaching Movements.

K. N. Magdoom, Deepak Subramanian, V. Srinivasa Chakravarthy, Balaraman Ravindran, Shun-ichi Amari, N. Meenakshisundaram
Appeared in Neural Computation, Vol 23, pp.477-516, 2011.

Multi-view methods for protein structure comparison using latent dirichlet allocation.

S. Shivashankar, S. Srivathsan, Balaraman Ravindran, Ashish V. Tendulkar
Appeared in Bioinformatics [ISMB/ECCB], Vol 27, pp.61-68, 2011.

Efficient Computation of the Shapley Value for Centrality in Networks.

Karthik V. Aadithya, Balaraman Ravindran, Tomasz P. Michalak, Nicholas R. Jennings
Appeared in Internet and Network Economics - 6th International Workshop, WINE 2010, Stanford, CA, USA, December 13-17, 2010. Proceedings (WINE 2010), Lecture Notes in Computer Science, Vol 6484, pp.1-13, Dec 2010.

Transfer learning across heterogeneous robots with action sequence mapping.

Balaji Lakshmanan, Balaraman Ravindran
Appeared in 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 18-22, 2010, Taipei, Taiwan, pp.3251-3256, Oct 2010.

An Oscillatory Neural Network Model for Birdsong Learning and Generation.

Maya Manaithunai, V. Srinivasa Chakravarthy, Balaraman Ravindran
Appeared in Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II (ICANN 2010), Lecture Notes in Computer Science, Vol 6353, pp.210-215, Sep 2010.

Multi Grain Sentiment Analysis using Collective Classification.

S. Shivashankar, Balaraman Ravindran
Appeared in ECAI 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings (ECAI 2010), Frontiers in Artificial Intelligence and Applications, Vol 215, pp.823-828, Aug 2010.

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Department of Computer Science & Engineering

Indian Institute of Technology Madras, Chennai, India.