Results 141 to 150 of about 3,294 (168)

Bregman Divergences and Multi-dimensional Scaling

2009
We discuss Bregman divergences and the very close relationship between a class of these divergences and the regular family of exponential distributions before applying them to various topology preserving dimension reducing algorithms. We apply these to multidimensional scaling (MDS) and show the effect of different Bregman divergences. In particular we
Pei Ling Lai, Colin Fyfe
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Semiparametric regression with localized Bregman divergence

Scandinavian Journal of Statistics
AbstractThis paper focuses on semiparametric regression based on minimizing the localized Bregman divergence. A local parametric model derived from the framework of the generalized linear model with multiple covariates and a linear predictor is utilized. The parameter vector included in the model is estimated under localization. The asymptotic behavior
Hiroki Kosugi, Kanta Naito, Spiridon Penev   +2 more
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Bregman Divergence Clustering: A Convex Approach

2013
Due to its wide application in various fields, clustering, as a fundamental unsupervised learning problem, has been intensively investigated over the past few decades. Unfortunately, standard clustering formulations are known to be computationally intractable.
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Independent Component Analysis Using Bregman Divergences

2010
We review the technique of independent component analysis (ICA) and Stone's criterion for performing an independent component analysis. We then review Bregman divergences and show how they may be applied to Stone's criterion providing a very simple algorithm for performing ICA. We illustrate our method on two very simple data sets.
Xi Wang, Colin Fyfe
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Generalized Fisher Kernel with Bregman Divergence

2022
Pau Figuera, Alfredo Cuzzocrea, Pablo Garcia Bringas   +2 more
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment

Ca-A Cancer Journal for Clinicians, 2022
Jun J Mao,, Msce, Lorenzo Cohen, Karen M Mustian   +2 more
exaly  

Obesity and adverse breast cancer risk and outcome: Mechanistic insights and strategies for intervention

Ca-A Cancer Journal for Clinicians, 2017
Cynthia Morata-Tarifa, Joyce M Slingerland   +1 more
exaly  

Multidisciplinary standards of care and recent progress in pancreatic ductal adenocarcinoma

Ca-A Cancer Journal for Clinicians, 2020
Aaron J Grossberg, William L Hwang, Anirban Maitra   +2 more
exaly  

Oral complications of cancer and cancer therapy

Ca-A Cancer Journal for Clinicians, 2012
Joel B Epstein, Rene-Jean Bensadoun, Andrei Barasch   +2 more
exaly  

Deep Bregman Divergence for Self-Supervised Representations Learning

SSRN Electronic Journal, 2022
Mina Rezaei, Farzin Soleymani, Bernd Bischl, Shekoofeh Azizi   +3 more
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