all AI news
Eigenvalue and Generalized Eigenvalue Problems: Tutorial. (arXiv:1903.11240v2 [stat.ML] UPDATED)
May 25, 2022, 1:11 a.m. | Benyamin Ghojogh, Fakhri Karray, Mark Crowley
stat.ML updates on arXiv.org arxiv.org
This paper is a tutorial for eigenvalue and generalized eigenvalue problems.
We first introduce eigenvalue problem, eigen-decomposition (spectral
decomposition), and generalized eigenvalue problem. Then, we mention the
optimization problems which yield to the eigenvalue and generalized eigenvalue
problems. We also provide examples from machine learning, including principal
component analysis, kernel supervised principal component analysis, and Fisher
discriminant analysis, which result in eigenvalue and generalized eigenvalue
problems. Finally, we introduce the solutions to both eigenvalue and
generalized eigenvalue problems.
More from arxiv.org / stat.ML updates on arXiv.org
Nuisance Function Tuning for Optimal Doubly Robust Estimation
2 days, 19 hours ago |
arxiv.org
CHANI: Correlation-based Hawkes Aggregation of Neurons with bio-Inspiration
3 days, 19 hours ago |
arxiv.org
Jobs in AI, ML, Big Data
Senior Machine Learning Engineer
@ GPTZero | Toronto, Canada
ML/AI Engineer / NLP Expert - Custom LLM Development (x/f/m)
@ HelloBetter | Remote
Doctoral Researcher (m/f/div) in Automated Processing of Bioimages
@ Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI) | Jena
Seeking Developers and Engineers for AI T-Shirt Generator Project
@ Chevon Hicks | Remote
Principal Data Architect - Azure & Big Data
@ MGM Resorts International | Home Office - US, NV
GN SONG MT Market Research Data Analyst 11
@ Accenture | Bengaluru, BDC7A