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Bregman divergence
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11	Accelerated Training of Max-Margin Markov Networks with Kernels Xinhua Zhang∗ Department of Computing Science, University of Alberta, Edmonton, AB T6G2E8, Canada Ankan Saha Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2013-08-25 15:10:28 Convex optimization Convex analysis Linear programming Linear algebra Duality Bregman divergence Vector space Convex function Dual space Mathematical optimization Algebra Mathematics
12	Loss Functions for Binary Class Probability Estimation and Classification: Structure and Applications Andreas Buja 1 Add to Reading List Source URL: stat.wharton.upenn.edu Language: English - Date: 2005-11-03 13:35:44 Regression analysis Statistical models Econometrics Scoring rule Kullback–Leibler divergence Generalized linear model Bregman divergence Loss function Divergence Statistics Decision theory Statistical theory
13	Strictly Proper Scoring Rules, Prediction, and Estimation Tilmann G NEITING and Adrian E. R AFTERY Scoring rules assess the quality of probabilistic forecasts, by assigning a numerical score based on the predictive distr Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2008-05-20 22:04:51 Statistical theory Probability theory Information theory Decision theory Scoring rule Kullback–Leibler divergence Divergence Brier score Bregman divergence Statistics Probability and statistics Geometry
14	Agglomerative Bregman Clustering Matus Telgarsky [removed] Sanjoy Dasgupta [removed] Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2012-06-11 03:59:18 Functions and mappings Bregman divergence Convex function Distribution Surjective function Mathematical analysis Mathematics Convex analysis
15	Similarity Search on Bregman Divergence: Towards Non-Metric Indexing Zhenjie Zhang1 1 Beng Chin Ooi1 Add to Reading List Source URL: www.vldb.org Language: English - Date: 2009-07-27 10:29:02 Statistical theory R-tree Bregman divergence Kullback–Leibler divergence Nearest neighbor search Divergence IDistance K-d tree Minimum bounding rectangle Geometry Mathematics Statistics
16	The Bregman Variational Dual-Tree Framework Saeed Amizadeh Intelligent Systems Program University of Pittsburgh Pittsburgh, PA 15213 Add to Reading List Source URL: labs.yahoo.com Language: English - Date: 2015-01-06 14:28:10 Statistical theory Kullback–Leibler divergence Vector calculus Divergence Normal distribution Mixture model Logarithm Statistics Geometry Bregman divergence
17	Convex Foundations for Generalized MaxEnt Models Rafael Frongillo∗ and Mark D. Reid† ∗ † Add to Reading List Source URL: mark.reid.name Language: English - Date: 2015-03-10 00:10:59 Exponential family Divergence Kullback–Leibler divergence Calculus of variations Entropy Statistics Geometry Bregman divergence
18	STAT 538 Lecture 2 Conjugate Function, Bregman Divergences, Concepts of Information Theory c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-13 22:08:39 Mathematics Statistical theory Randomness Convex analysis Transforms Kullback–Leibler divergence Mutual information Convex conjugate Divergence Statistics Information theory Geometry
19	Loss Functions Robert C. Williamson Abstract Vapnik described the “three main learning problems” of pattern recognition, regression estimation and density estimation. These are defined in terms of the loss functions Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-04-06 02:21:38 Statistical theory Decision theory Kullback–Leibler divergence Thermodynamics Loss function Bregman divergence Bayes estimator Divergence Distribution Statistics Geometry Mathematical analysis
20	Convex Relaxations of Bregman Divergence Clustering Hao Cheng Department of Computing Science Xinhua Zhang Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-07-06 17:47:25 Mathematics Convex optimization Mathematical optimization Kullback–Leibler divergence Bregman divergence Convex function Scale Convex analysis Statistics Mathematical analysis