abir-de.github.io - Abir De: Webpage

Example domain paragraphs

I am an Assistant Professor at the Department of Computer Science and Engineering in IIT Bombay since January 2020. Before that, I did my postdoctoral research with Manuel Gomez Rodriguez in Max Planck Institute for Software Systems at Kaiserslautern, Germany . I received my PhD from Department of Computer Science and Engineering , IIT Kharagpur where I was advised by Prof. Niloy Ganguly . During that time, I was a part of the Complex Network Research Group (CNeRG) at IIT Kharagpur. My PhD work was supporte

My broad area of research interest is machine learning. My current research focus is designing machine learning models and methods for structured objects namely graphs and sets. Some examples of the current problems I am working are: Designing graph and set embeddings which can bypass the side-effects of traditional symmetric aggregators Developing Neural networks which can learn combinatorial optimization algorithms on graphs and sets Data subset selection with applications to efficient learning, active le

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