An Improved Training Algorithm for Kernel Fisher Discriminants Sebastian Mika∗ GMD FIRST.IDA Kekul´estrBerlin, Germany

Source URL: www.gatsby.ucl.ac.uk

Learning Discriminative Fisher Kernels Laurens van der Maaten Pattern Recognition & Bio-informatics Laboratory, Delft University of Technology, THE NETHERLANDS

Source URL: lvdmaaten.github.io

• Estimation theory
• Machine learning
• Statistical classification
• Fisher kernel
• Categorical data
• Pattern recognition
• Kernel method
• Positive-definite kernel
• Support vector machine
• Maximum likelihood estimation
• Kernel
• Likelihood function

Bayes Optimal Kernel Discriminant Analysis Di You and Aleix M. Martinez Department of Electrical and Computer Engineering The Ohio State University, Columbus, OH 43210, USA

Source URL: www2.ece.ohio-state.edu

• Multivariate statistics
• Statistical classification
• Linear discriminant analysis
• Kernel method
• Kernel Fisher discriminant analysis
• Normal distribution
• K-nearest neighbors algorithm
• Distribution
• Kernel

Diversification with Fisher Kernel Pseudo-Feedback Bogdan Boteanu, Ionut¸ Mironic˘a, Bogdan Ionescu, LAPI, University ”Politehnica” of Bucharest, Bucharest, Romania, Email: {bboteanu, imironica, bionescu}@al

Source URL: imag.pub.ro

Deep Fisher Kernels – End to End Learning of the Fisher Kernel GMM Parameters Vladyslav Sydorov∗ Mayu Sakurada∗ Christoph H. Lampert IST Austria, Klosterneuburg, Austria

Source URL: pub.ist.ac.at

2014 22nd International Conference on Pattern Recognition Expression Microarray data classification using Counting Grids and Fisher Kernel Alessandro Perina

Source URL: profs.sci.univr.it

Hybrid Generative-Discriminative Visual Categorization. Alex D. Holub1 , Max Welling2 , Pietro Perona1 1 2

Source URL: www.ics.uci.edu

• Fisher kernel
• Generative model
• Discriminative model
• Supervised learning
• Constellation model
• Support vector machine
• Kernel methods
• Generative
• Naive Bayes classifier
• Statistics
• Machine learning
• Statistical classification

Journal of VLSI Signal Processing manuscript No. (will be inserted by the editor) Acoustic Modelling using Continuous Rational Kernels Martin Layton1 , Mark Gales1 Department of Engineering, University of Cambridge, Trum

Source URL: mi.eng.cam.ac.uk

• Statistical classification
• Natural language processing
• Linear algebra
• Markov models
• Kernel
• Finite state transducer
• Vector space
• N-gram
• Fisher kernel
• Statistics
• Algebra
• Mathematics

Derivative and Parametric Kernels for Speaker Verification C. Longworth and M.J.F. Gales Engineering Department, Cambridge University Trumpington St, Cambridge, CB2 1PZ {cl336,mjfg}@eng.cam.ac.uk

Source URL: mi.eng.cam.ac.uk

• Statistical classification
• Monolithic kernels
• Kernel
• Linux kernel
• Fisher kernel
• Parameter
• Statistics
• Mathematics
• Non-parametric statistics

Microsoft Word - f70-zhang.doc

Source URL: www.comp.nus.edu.sg

• Statistical theory
• Fisher kernel
• Information retrieval
• Support vector machine
• Maximum likelihood
• Fisher information
• Kernel methods
• Closed and exact differential forms
• Nonlinear dimensionality reduction
• Statistics
• Statistical classification
• Estimation theory