TMLR

Generalized Orders of Magnitude for Scalable, Parallel, High-Dynamic-Range Computation

Franz A. Heinsen, Leo Kozachkov

机构 * GlassRoom Software LLC（GlassRoom软件公司） ； Thomas J. Watson Research Center, IBM Research（IBM研究院Watson研究中心） ； Brown University（布朗大学） 纠错

Comments 18 pages, 4 figures (main text). 14 pages, 21 figures (appendix). Code is at https://github.com/glassroom/generalized_orders_of_magnitude

Journal ref Transactions on Machine Learning Research (TMLR), 2025

Private and Fair Machine Learning: Revisiting the Disparate Impact of Differentially Private SGD

Lea Demelius, Dominik Kowald, Simone Kopeinik, Roman Kern, Andreas Trügler

机构 * Know Center Research GmbH ； Graz University of Technology（格拉茨技术大学） ； University of Graz（格拉茨大学） 纠错

Journal ref Transactions on Machine Learning Research 2835-8856 (2025)