← Back to papers
2008 JMLR JMLR 2008

Comments on the Complete Characterization of a Family of Solutions to a Generalized Fisher Criterion

Abstract

Loog (2007) provided a complete characterization of the family of solutions to a generalized Fisher criterion. We show that this characterization is essentially equivalent to the original characterization proposed in Ye (2005). The computational advantage of the original characterization over the new one is discussed, which justifies its practical use. [abs] [ pdf ][ bib ] © JMLR 2008. (edit, beta)

🌉 Interdisciplinary Bridge — Machine Learning and Mathematics & Optimization
🧭 Keyword Pioneer — optimization theory
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio

Authors

Jieping Ye

Topics

Machine Learning > Core Methods > Classification Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

linear discriminant analysis optimization theory fisher criterion matrix algebra
Download PDF

Related papers

On the Equivalence of Linear Dimensionality-Reducing Transformations 2008
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies 2008
Algorithms for Sparse Linear Classifiers in the Massive Data Setting 2008
Graphical Methods for Efficient Likelihood Inference in Gaussian Covariance Models 2008
Shark 2008