The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research

22 October 2020

Papers citing "The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research"

11 / 11 papers shown

Title
Representation Learning on Out of Distribution in Tabular Data Achmad Ginanjar Xue Li Priyanka Singh Wen Hua LMTD 180 0 0 17 Feb 2025
Democratising Artificial Intelligence for Pandemic Preparedness and Global Governance in Latin American and Caribbean Countries Andre de Carvalho R. Bonidia Jude Dzevela Kong Mariana Dauhajre C. Struchiner ... Edian F. Franco Cesar Ugarte-Gil Patricia Espinoza-Lopez Gabriel Carrasco-Escobar Ulisses Rocha 46 0 0 21 Sep 2024
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration Mike Heddes Narayan Srinivasa T. Givargis Alexandru Nicolau 91 0 0 12 Jan 2024
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 45 19 0 14 Aug 2023
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning A. Luccioni Alex Hernandez-Garcia 24 45 0 16 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 21 21 0 02 Feb 2023
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
Machine Learning Model Sizes and the Parameter Gap Pablo Villalobos J. Sevilla T. Besiroglu Lennart Heim A. Ho Marius Hobbhahn ALM ELM AI4CE 20 56 0 05 Jul 2022
The Fallacy of AI Functionality Inioluwa Deborah Raji Indra Elizabeth Kumar Aaron Horowitz Andrew D. Selbst 23 179 0 20 Jun 2022
M-ar-K-Fast Independent Component Analysis Luca Parisi 22 0 0 17 Aug 2021
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 25 273 0 29 Jun 2021