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Interests

I am broadly interested in the theoretical and algorithmic aspects of machine learning, mathematical statistics, and information theory. Currently, my focus is on causality, representation learning, and bandit algorithms, with applications in communication systems, signal processing, and power systems.

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Complete list of publications 

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Curriculum Vitae (last updated December 2024)

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Short bio

I received the B.Sc. (2002) and M.Sc. (2004) degrees in Electrical Engineering from Sharif University of Technology, and the M.A. degree in Statistics and the Ph.D. degree (2010) in Electrical Engineering from Columbia University. I was a postdoctoral research associate at Princeton University from 2010 to 2012. 

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Editorial boards

  • Associate Editor, IEEE Transactions on Information Theory 

  • Senior Area Editor, IEEE Transactions on Signal Processing

Recent representative publications:​​​

  • Overview paper (arXiv, Entropy) on the broadcast approach in communication networks.

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