How many degrees of freedom do we need to train deep networks: a loss landscape perspective. - Brett W. Larsen; Stanislav Fort; Nic Becker; Surya Ganguli (ICLR, 2022)

Project Sid: Many-agent simulations toward AI civilization. - Altera. AL; Andrew Ahn; Nic Becker; Stephanie Carroll; Nico Christie; Manuel Cortes; Arda Demirci; Melissa Du; Frankie Li; Shuying Luo; Peter Y. Wang; Mathew Willows; et al. (CoRR, 2024)