GENO -- GENeric Optimization for Classical Machine Learning

31 May 2019

Papers citing "GENO -- GENeric Optimization for Classical Machine Learning"

10 / 10 papers shown

Title
An Algorithm-Centered Approach To Model Streaming Data Fabian Hinder Valerie Vaquet David Komnick Barbara Hammer 71 0 0 12 Dec 2024
Efficient Line Search Method Based on Regression and Uncertainty Quantification Soren Laue Tomislav Prusina 29 0 0 17 May 2024
Optimization and Optimizers for Adversarial Robustness Hengyue Liang Buyun Liang Le Peng Ying Cui Tim Mitchell Ju Sun AAML 60 5 0 23 Mar 2023
Convexity Certificates from Hessians Julien Klaus Niklas Merk Konstantin Wiedom Soren Laue Joachim Giesen 15 1 0 19 Oct 2022
NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning Buyun Liang Tim Mitchell Ju Sun OOD 103 7 0 03 Oct 2022
$Optimization for Robustness Evaluation beyond $\ell_p$ Metrics$ Optimization for Robustness Evaluation beyond $\ell_p$ Metrics Hengyue Liang Buyun Liang Ying Cui Tim Mitchell Ju Sun AAML 36 3 0 02 Oct 2022
Optimization for Classical Machine Learning Problems on the GPU Soren Laue Mark Blacher Joachim Giesen 26 5 0 30 Mar 2022
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning Buyun Liang Tim Mitchell Ju Sun 53 3 0 27 Nov 2021
$I$\heartsuit$LA: Compilable Markdown for Linear Algebra$ I $\heartsuit$ LA: Compilable Markdown for Linear Algebra Yong Li Shoaib Kamil Alec Jacobson Y. Gingold 24 0 0 24 Sep 2021
A Simple and Efficient Tensor Calculus for Machine Learning Soren Laue Matthias Mitterreiter Joachim Giesen 17 1 0 07 Oct 2020