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Samuel Don Stanton

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

4

Venues

2

Active years

2022–2025

Best venue rank

A*

Where they publish

Papers

4 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRConcept Bottleneck Language Models For Protein Design.Aya Abdelsalam Ismail, Tuomas P. Oikarinen, Amy Wang, Julius Adebayo, Samuel Don Stanton, Hctor Corrada Bravo, Kyunghyun Cho, Nathan C. Frey
2025ICMLGeneralists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks.Angelica Chen, Samuel Don Stanton, Frances Ding, Robert G. Alberstein, Andrew Martin Watkins, Richard Bonneau, Vladimir Gligorijevic, Kyunghyun Cho, Nathan C. Frey
2024ICMLConformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them).Drew Prinster, Samuel Don Stanton, Anqi Liu, Suchi Saria
2022ICLRDeconstructing the Inductive Biases of Hamiltonian Neural Networks.Nate Gruver, Marc Anton Finzi, Samuel Don Stanton, Andrew Gordon Wilson