Author

Eitan J. Neugut

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Open access Sep 2026

Indication-specific adverse event profiles of semaglutide and liraglutide: a FAERS disproportionality analysis

Objective By 2021, regulatory agencies had approved two glucagon-like peptide-1 receptor agonists (GLP-1RAs), semaglutide and liraglutide, for the treatment of type 2 diabetes and obesity. Since then, concerns have emerged about whether adverse events (AEs) differ by GLP-1RA or indication. Research design and methods W...

Samuel A. Fisch, Eitan J. Neugut, Nicole Cornet et al. · Frontiers in Pharmacology · 0 citations

Preprint Sep 2026

Constrained Nonconvex Stochastic Optimization with One Projection

Constrained nonconvex optimization has seen increasing application in modern machine learning, such as safe LLM alignment/finetuning, transfer learning and rank-constrained continual learning. The commonly used approach is Projected SGD which requires projection at every iteration. However, projection onto a functional...

Yu-Yang Deng, Mohammadreza M. Kalan, Eitan J. Neugut et al. · 0 citations