About me

I’m an MS Research scholar at the CSE Dept. of IIT Madras and a Project associate at Robert Bosch Centre for Data science and AI, IIT Madras. I work under the guidance of Prof. Balaraman Ravindran in R.I.S.E Lab. My research interests lie in the broad areas of Machine learning and Complex Networks, especially in the intersection of both where I model learning on network problems with Deep Learning and Factorization approaches. Currently, I’m working on evaluating and building Graph Neural Networks for encoding structured information for NLP problems, specifically for Dialogue systems and abstractive summarization.

Recent

• Our work on Learning semi-supervised cluster invariant node representations with NMF has been accepted for oral and poster presentation at the Relational Learning Workshop (R2L), NIPS 2018.
• Our work on Higher Order Propagation for Deep Collective Classification was presented at the eighth workshop on Statistical relational learning for AI (StarAI), IJCAI 2018. Paper | Code
• Our work on Fusion Graph Convolutional networks was presented at the fourteenth workshop on Mining and Learning with Graphs (MLG), KDD 2018. Paper | Code

Courses

• CS5011: Introduction to Machine Learning
• CS6012: Social Network Analysis
• CS7015: Deep Learning
• CS6720: Data Mining
• CS6310: Artificial Neural Networks
• CH5440: Multivariate Data Analysis

More Info

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