Nonparametric estimation of the likelihood ratio and divergence functionals 1 XuanLong Nguyen1 , Martin J. Wainwright1,2 and Michael I. Jordan1,2

Source URL: dept.stat.lsa.umich.edu

• Geometry
• Mathematical analysis
• Statistical distance
• Statistics
• F-divergence
• KullbackLeibler divergence
• Divergence
• Bregman divergence
• Distribution
• Hellinger distance

Central Limit Theorem and convergence to stable laws in Mallows distance Oliver Johnson and Richard Samworth Statistical Laboratory, University of Cambridge, Wilberforce Road, Cambridge, CB3 0WB, UK. October 3, 2005

Source URL: www.statslab.cam.ac.uk

Divergences, surrogate loss functions and experimental design XuanLong Nguyen University of California Berkeley, CA 94720

Source URL: dept.stat.lsa.umich.edu

• Divergence
• Statistical distance
• Distribution
• Constructible universe
• F-divergence
• Approximately finite-dimensional C*-algebra
• Symbol

Estimating divergence functionals and the likelihood ratio by convex risk minimization XuanLong Nguyen Dept. of Statistical Science Duke University

Source URL: dept.stat.lsa.umich.edu

• Statistical distance
• Statistical theory
• KullbackLeibler divergence
• Thermodynamics
• Divergence
• F-divergence
• Estimation theory
• Hellinger distance

A New Method for Calculating Music Similarity Eric Battenberg and Vijay Ullal December 12, 2006 Abstract We introduce a new technique for calculating the perceived similarity of two songs based on their spectral content.

Source URL: www.ericbattenberg.com

• Statistics
• Machine learning
• Markov models
• Applied mathematics
• Cluster analysis
• Bioinformatics
• Statistical distance
• Hidden Markov model
• Mixture model
• K-means clustering
• Expectationmaximization algorithm
• Similarity measure

Estimation of migration rates and population sizes in geographically structured populations Peter Beerli Department of Genetics, University of Washington, Seattle WA, USA The estimation of population parameter

Source URL: evolution.genetics.washington.edu

• Population genetics
• Coalescent theory
• F-statistics
• Effective population size
• Statistical population
• Maximum likelihood estimation
• L-estimator
• Estimation theory
• Fixation index
• Isolation by distance

Microsoft PowerPoint - rhythm poster.ppt [Compatibility Mode]

Source URL: www.ericbattenberg.com

• Patterns
• Geometry
• Statistical distance
• Multivariate statistics
• Similarity measure
• Tempo
• Similarity
• Rhythm
• Metre
• Structure

Learning Local Invariant Mahalanobis Distances Ethan Fetaya Weizmann Institute of science ETHAN . FETAYA @ WEIZMANN . AC . IL

Source URL: jmlr.org

• Algebra
• Mathematics
• Statistics
• Real algebraic geometry
• Multivariate statistics
• Statistical classification
• Mahalanobis distance
• Statistical distance
• Linear algebra
• Support vector machine
• Large margin nearest neighbor
• Matrix

Surrogate loss functions, divergences and decentralized detection XuanLong Nguyen Department of Electrical Engineering and Computer Science U.C. Berkeley Advisors: Michael Jordan & Martin Wainwright

Source URL: dept.stat.lsa.umich.edu

• Mathematical optimization
• Statistics
• Analysis
• Mathematical analysis
• Statistical distance
• Operations research
• KullbackLeibler divergence
• Convex analysis
• Divergence
• Convex optimization

Beyond Co-occurrence: Discovering and Visualizing Tag Relationships from Geo-spatial and Temporal Similarities Haipeng Zhang, Mohammed Korayem, Erkang You, David Crandall School of Informatics and Computing, Indiana Univ

Source URL: vision.soic.indiana.edu

• Information science
• Information retrieval
• Information
• Semantic similarity
• Statistical distance
• Tag
• Geo