Coarsening Optimization for Differentiable Programming

Autor: Shen, Xipeng, Zhang, Guoqiang, Dea, Irene, Andow, Samantha, Arroyo-Fang, Emilio, Gafter, Neal, George, Johann, Grueter, Melissa, Meijer, Erik, Stumpos, Steffi, Tempest, Alanna, Warden, Christy, Yang, Shannon

This paper presents a novel optimization for differentiable programming named coarsening optimization. It offers a systematic way to synergize symbolic differentiation and algorithmic differentiation (AD). Through it, the granularity of the computati

Externí odkaz: http://arxiv.org/abs/2110.02307

WES: Agent-based User Interaction Simulation on Real Infrastructure

Autor: Ahlgren, John, Berezin, Maria Eugenia, Bojarczuk, Kinga, Dulskyte, Elena, Dvortsova, Inna, George, Johann, Gucevska, Natalija, Harman, Mark, Lämmel, Ralf, Meijer, Erik, Sapora, Silvia, Spahr-Summers, Justin

We introduce the Web-Enabled Simulation (WES) research agenda, and describe FACEBOOK's WW system. We describe the application of WW to reliability, integrity and privacy at FACEBOOK , where it is used to simulate social media interactions on an infra

Externí odkaz: http://arxiv.org/abs/2004.05363

The Hecke Stability Method and Ethereal Forms

Autor: Schaeffer, George Johann

Publikováno v: Schaeffer, George Johann. (2012). The Hecke Stability Method and Ethereal Forms. UC Berkeley: Mathematics. Retrieved from: http://www.escholarship.org/uc/item/07n8235q

The purpose of this thesis is to outline the Hecke stability method (HSM), a novel method for the computation of modular forms.The HSM relies on the following idea: A finite-dimensional space of ratios of modular forms that is stable under the action

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______325::7e55121c6da9aae23deec25e71973852
http://www.escholarship.org/uc/item/07n8235q