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2024-08-27 05:09:20

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Open Graph

title

description

Personal web of Laknath Ashwin De Silva.

image

site name

author

Laknath Ashwin De Silva

updated

2026-03-07 14:59:49

raw text

Laknath Ashwin De Silva Toggle navigation about (current) publications research vitae Laknath Ashwin De Silva PhD Student at Johns Hopkins University Clark Hall 317 Baltimore MD 21218 ldesilv2 at jhu dot edu Hello there ! My name is Laknath Ashwin De Silva (ලක්නාත් අශ්වි​න් ද සිල්වා in Sinhalese script). I am a third-year PhD candidate in the Department of Biomedical Engineering at Johns Hopkins University, where I am fortunate to be advised by Dr. Joshua Vogelstein , Dr. Pratik Chaudhari (UPenn) and Dr. Carey E. Priebe . I broadly work on {machine, deep} learning, with an aspiration of reducing the gap between artificial and natural intelligences. My doctoral research is currently focused on learning under non-stationary distributions, out-of-distribution (OOD) generalization, and robustness to distribution shifts, with applications in large language models (esp. bias, fairness, and responsibility), computer vision, and biomedical data science. I receiv...

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