Talks

A collection of my past research talks, guest lectures, and workshop materials.

Research talks

  • October 2025 – SHAP zero explains biological sequence models with near-zero marginal cost for future queries
    • Presented at the ML Student Seminar at Georgia Tech
    • Slides
  • October 2025 – Efficient algorithm for sparse Fourier transform of generalized $q$-ary functions
    • Presented on my behalf at IEEE ITW
    • Slides


Lectures

  • Fall 2025 – Explainability and mechanistic interpretability in AI
    • Guest lecturer for ECE 8803—Generative and Geometric Deep Learning—at Georgia Tech
    • Slides
    • Recording
  • Fall 2023 – Generative and geometric deep learning in computational biology
    • Guest lecturer for ECE 8803—Generative and Geometric Deep Learning—at Georgia Tech
    • Slides


Workshops

  • 2022–2023 Academic year – Various workshops I taught at UC San Diego