38 citations · 40 across the 3 of their papers we have counts for
3 papers
cs.CL2024★ 2 cited
The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem
Joe B Hakim, Jeffery L Painter, Darmendra Ramcharran +6
Large language models (LLMs) are useful tools with the capacity for performing specific types of knowledge work at an effective scale. However, LLM deployments in high-risk and saf…
cs.LG2022
Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features
Anil Palepu, Andrew L Beam
Deep learning models trained in a fully supervised manner have been shown to rely on so-called "shortcut" features. Shortcut features are inputs that are associated with the outcom…
q-bio.GN2014★ 38 cited
Bayesian Neural Networks for Genetic Association Studies of Complex Disease
Andrew L. Beam, Alison Motsinger-Reif, Jon Doyle
Discovering causal genetic variants from large genetic association studies poses many difficult challenges. Assessing which genetic markers are involved in determining trait status…