Henry Smith

Henry-Smith-headshot.jpeg

Sequoia Hall

Palo Alto, CA 94305

My name is Henry (he/him), and I am a third-year PhD student in the Department of Statistics at Stanford University, where I am fortunate to be advised by Professors Scott Linderman and Brian Trippe. My graduate studies are graciously supported by the Knight-Hennessy fellowship and the National Science Foundation Graduate Research Fellowship (GRFP).

I am broadly interested in applied probability and probabilistic machine learning (probabilistic ML), with applications to neuroscience and computational protein design. I am especially excited about continuous-time latent variable models, such as diffusion models.

Find my CV here. You can contact me at [last-name]hd@stanford.edu.

News

Oct 11, 2025 A preprint of my paper “Calibrating Generative Models” with Nathaniel Diamant and Brian Trippe is available on arXiv. Check out our code as well.
Sep 17, 2025 My paper “SING: SDE Inference with Natural Gradients” with Amber Hu and Scott Linderman was accepted at NeurIPS.
Jul 18, 2025 My workshop paper “Calibrating Generative Models” with Brian Trippe was accepted with a spotlight presentation at the ICML Generative AI and Biology (GenBio) Workshop.
May 7, 2024 I was named a 2024 Knight-Hennessy scholar! A huge thank you to all my mentors.
Sep 26, 2023 I started my PhD in Statistics at Stanford University. Go trees! :evergreen_tree: