Pasan Dissanayake

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About

I am currently a second-year PhD student at the Department of Electrical and Computer Engineering, University of Maryland (UMD), advised by Prof. Sanghamitra Dutta. My research interests lie in the area of responsible and trustworthy machine learning. I am particularly interested in using tools from information theory, statistics and optimization in explaining ML models and data, achieving privacy, and formulating the notions of fairness.

I received BSc in Electronic and Telecommunication Engineering from the University of Moratuwa, Sri Lanka (UoM) in 2021, where I graduated with a first class. Prior to joining UMD, I was a Lecturer-on-Contract and a Research Assistant at UoM. During this time, my focus was on wireless communication and statistical signal processing. My research adviser was Dr. Prathapasinghe Dharmawansa. My undergraduate thesis project was advised by Dr. Peshala Jayasekara and Dr. Ranga Rodrigo.

I was awarded the Dean’s Fellowship (UMD) for the year 2022-2023 and was included in the Dean’s List (UoM) from 2017 to 2021 (all 8 semesters).

Interests

Explainability, Fairness, Privacy, Causality, Information Theory, Signal Processing, Travelling, Swimming

Contact

  • Email: pasand_AT_umd_DOT_edu
  • Mailing address: 2109 A.V. Williams Building, 8223 Paint Branch Drive, College Park, MD 20742

I am also available on the following platforms: