Neural Clustering Processes. - Ari Pakman; Yueqi Wang; Catalin Mitelut; Jin Hyung Lee; Liam Paninski (ICML, 2020)

Uncovering the effect of different brain regions on behavioral classification using recurrent neural networks. - Yongxu Zhang; Catalin Mitelut; Greg Silasi; Federico Bolaños; Nicholas V. Swindale; Timothy Murphy; Shreya Saxena (EMBC, 2021)

Nonlinear Decoding of Natural Images From Large-Scale Primate Retinal Ganglion Recordings. - Young Joon Kim; Nora Brackbill; Eleanor Batty; Jin Hyung Lee; Catalin Mitelut; William Tong; E. J. Chichilnisky; Liam Paninski (Neural Comput., 2021)

Intent-aligned AI systems deplete human agency: the need for agency foundations research in AI safety. - Catalin Mitelut; Ben Smith; Peter Vamplew 001 (CoRR, 2023)

Position: Intent-aligned AI Systems Must Optimize for Agency Preservation. - Catalin Mitelut; Benjamin J. Smith; Peter Vamplew 001 (ICML, 2024)

A theory of neural emulators. - Catalin Mitelut (CoRR, 2024)