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Anasua Mitra

PhD Scholar (External)

Graph Representation Learning Natural Language Processing

I am a final year Ph.D. scholar at the Indian Institute of Technology Guwahati, with an affiliation to The Open Source Intelligence Group, where I work on machine learning algorithms applied to complex graph structures. Apart from Graph Representation Learning, I like to delve deeper to solve intricate problems in the Natural Language Processing domain. I also take an interest in the applications of graphs towards text and vision domains.

I am advised by Prof. Diganta Goswami, Dr. Sanasam Ranbir Singh, IIT Guwahati | Prof. Balaraman Ravindran (external), Robert Bosch Centre for Data Science and Artificial Intelligence & IIT Madras.

publications

Benchmarking and Analysing Unsupervised Network Representation Learning and the Illusion of Progress
Benchmarking and Analysing Unsupervised Network Representation Learning and the Illusion of Progress
Saket Gurukar , Priyesh Vijayan , srinivasan parthasarathy and more
Transactions on Machine Learning Research.
Semi-Supervised Deep Learning for Multiplex Networks
Semi-Supervised Deep Learning for Multiplex Networks
Anasua Mitra , Priyesh Vijayan" , Ranbir Sanasam" and more
To appear in the proceedings of the Twenty Seventh ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Revisiting Link Prediction on Heterogeneous Graphs with A Multi-view Perspective
Revisiting Link Prediction on Heterogeneous Graphs with A Multi-view Perspective
Anasua Mitra , Priyesh Vijayan , Ranbir Sanasam and more
IEEE International Conference on Data Mining (ICDM 2022)
A Unified Non-Negative Matrix Factorization Framework for Semi Supervised Learning on Graphs
A Unified Non-Negative Matrix Factorization Framework for Semi Supervised Learning on Graphs
Anasua Mitra , Priyesh Vijayan , Srinivasan Parthasarathy and more
In Proceedings of the 2020 SIAM International Conference on Data Mining.

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