1. Principles of Riemannian Geometry in Neural Networks Open Access Author: Hauser, Michael B Title: Principles of Riemannian Geometry in Neural Networks Graduate Program: Mechanical Engineering Keywords: Neural networksAlgebraic geometryRiemannian manifoldsMachine learningNon-abelian gauge theories File: Download thesis-principles-riemannian.pdf Committee Members: Asok Ray, Dissertation Advisor/Co-AdvisorAsok Ray, Committee Chair/Co-ChairShashi Phoha, Committee MemberDaniel Connell Haworth, Committee MemberKenneth Jenkins, Outside Member
2. Waldschmidt constants of complex reflection groups Open Access Author: Calvo, Sebastian Title: Waldschmidt constants of complex reflection groups Graduate Program: Mathematics Keywords: Algebraic geometryHyperplane configurationPoint configurationWaldschmidt constantResurgence File: Download SebastianCalvo-Dissertation.pdf Committee Members: Jack Huizenga, Co-Chair & Dissertation AdvisorYuriy Zarkhin, Major Field MemberJohn Lesieutre, Co-Chair & Dissertation AdvisorMartin Bojowald, Outside Unit & Field MemberPierre-Emmanuel Jabin, Program Head/Chair