Home > Academics > Academic Units > Departments > Computer Science and Engineering > Sourangshu Bhattacharya
Assistant Professor Grade-I
Computer Science and Engineering
I am broadly interested in machine learning, with specific interests in deep multi-task learning, learning with temporal point processes, and network representation learning. I am also interested in scalable and distributed machine learning, e.g. sketches and coresets. I have applied these techniques on problems in information extraction, computer vision, natural language processing, web and e-commerce, computational advertising, bioinformatics, online social networks.
Stark: Fast and Scalable Strassen's Matrix Multiplication using Apache Spark by Misra C., Bhattacharya S. , Ghosh S. K. IEEE Transactions on Big Data 1-12 (2020)
Multi-criteria online frame-subset selection for autonomous vehicle videos. by Das S., Mandal S. , Bhoyar A. , Bharde M. , Ganguly N. , Bhattacharya S. , Bhattacharya S. Pattern Recognition Letters 133 349-355 (2020)
Learning Linear Influence Models in Social Networks from Transient Opinion Dynamics by De A., Bhattacharya S. , Bhattacharya P. , Ganguly N. , Chakrabarti S. ACM Transactions on the Web (TWEB) 13 1-33 (2019)
Explaining Perceived Emotion Predictions in Music: An Attentive Approach by Chaki S., Doshi P. , Bhattacharya S. , Patnaik P. ISMIR Conference - (2020)
Scalable Backdoor Detection in Neural Networks. by Harikumar H., Lee V. , Rana S. , Bhattacharya S. , Gupta S. , Venkatesh S. ECML PKDD - (2020)
Demarcating Endogenous and Exogenous Opinion Diffusion Process on Social Networks by De A., Bhattacharya S. , Ganguly N. The Web Conference 549-558 (2018)
Shaping Opinion Dynamics in Social Networks by De A., Bhattacharya S. , Ganguly N. International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 1336-1344 (2018)
Task-Specific Representation Learning for Web-scale Entity Disambiguation. by Kar R., Reddy S. , Bhattacharya S. , Dasgupta A. , Chakrabarti S. AAAI conference on Artificial Intelligence - (2018)
Property Preserving Data Gradation for Autonomous Vehicle Data HEWLETT-PACKARD (INDIA) SOFTWARE OPERATION PRIVATE LIMITED
AI/ML Techniques for Online Shopping (Parent Project) Flipkart Internet Private Limited
AI/ML Techniques for Online Shopping (Sub Project II) Flipkart Internet Private Limited
Deep Reinforcement Learning based Design of Incentive Schemes for Fairness Promotion Intel Technology India Private Limited
Conversation Agents for Urban Navigation (Imprint-2 / Industry Part) Intel Technology India Private Limited
Conversation Agents for Urban Navigation (Imprint-2 / SERB Part) Science and Engineering Research Board (SERB)
Understanding and Predicting Opinion Dynamics In Collective Environment Using Deep Network Representation CISCO University Research Program Fund
Learning Representations from Network Data INTEL TECHNOLOGY INDIA PRIVATE LIMITED
Unrestricted Travel Grant Various Institutes/Organisations
Google Unrestricted Fund for Social Computing GOOGLE INDIA PRIVATE LIMTED
Unrestricted grant for research in social networks and user-generated content Dr. M Chelliah, Head, Academic Relations, Yahoo India R & D
Decoding and exploring ancient classification of Indian music through machine learning method and audience response MHRD
Chandan Misra
Area of Research: Spatial Datamining, Information Retrieval
Sanga Chaki
Area of Research: Computational Musicology
Soumi Das
Area of Research: Machine Learning, Networks
Rajdeep Mukherjee
Area of Research: Web Mining
Paramita Koley
Area of Research: Machine Learning, Network Science
Kiran Purohit
Area of Research: Machine Learning, Computer Vision
Raju Mullick
Area of Research: Music Emotions and Database
Sk Mainul Islam
Area of Research: Machine Learning
