Samuel Don Stanton

4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2)

Conferences

ICLR (2) ICML (2)

Top co-authors

Nathan C. Frey (2) Kyunghyun Cho (2) Aya Abdelsalam Ismail (1) Suchi Saria (1) Angelica Chen (1) Frances Ding (1) Drew Prinster (1) Julius Adebayo (1) Andrew Gordon Wilson (1) Vladimir Gligorijevic (1)

Classification in progress for this author's papers.

Papers

Concept Bottleneck Language Models For Protein Design ICLR 2025

Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks ICML 2025

Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them) ICML 2024

Deconstructing the Inductive Biases of Hamiltonian Neural Networks ICLR 2022