In mathematics, a statistical manifold is a Riemannian manifold, each of whose points is a probability distribution. Statistical manifolds provide aâ€¦Â (More)

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2017

2017

- Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
- ICML
- 2017

We solve tensor balancing, rescaling an N th order nonnegative tensor by multiplying N tensors of order N âˆ’1 so that every fiberâ€¦Â (More)

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2014

2014

- Mahsa Baktash, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Mathieu Salzmann
- 2014 IEEE Conference on Computer Vision andâ€¦
- 2014

In this paper, we tackle the problem of unsupervised domain adaptation for classification. In the unsupervised scenario where noâ€¦Â (More)

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2014

2014

- Ke Sun, StÃ©phane Marchand-Maillet
- ICML
- 2014

Manifold learning seeks low-dimensional representations of high-dimensional data. The main tactics have been exploring theâ€¦Â (More)

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2013

2013

- Douglas Cochran, Alfred O. Hero
- 2013 IEEE Global Conference on Signal andâ€¦
- 2013

Many adaptive sensing and sensor management strategies seek to determine a sequence of sensor actions that successively optimizesâ€¦Â (More)

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2013

2013

- Chol-Rim Min, Won-Hak Ri, O Hyong-Chol
- ArXiv
- 2013

A condition for a statistical manifold to have an equiaffine structure is studied. The facts that dual flatness and conjugateâ€¦Â (More)

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2011

2011

- Liang Mei, Jingen Liu, Alfred O. Hero, Silvio Savarese
- 2011 International Conference on Computer Vision
- 2011

We propose a novel statistical manifold modeling approach that is capable of classifying poses of object categories from videoâ€¦Â (More)

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2009

2009

- Forrest Briggs, Raviv Raich, Xiaoli Z. Fern
- 2009 Ninth IEEE International Conference on Dataâ€¦
- 2009

Our goal is to automatically identify which species of bird is present in an audio recording using supervised learning. Devisingâ€¦Â (More)

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2007

2007

- Sang-Mook Lee, A. Lynn Abbott, Philip A. Araman
- 2007 IEEE Conference on Computer Vision andâ€¦
- 2007

Dimensionality reduction and clustering on statistical manifolds is presented. Statistical manifold [16] is a 2D Riemannianâ€¦Â (More)

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2007

2007

- Caterina Cafaro, S. A. Ali
- 2007

Abstract. Two entropic dynamical models are considered. The geometric structure of the statistical manifolds underlying theseâ€¦Â (More)

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2007

2007

We consider the problem of analyzing data for which no straight forward and meaningful Euclidean representation is availableâ€¦Â (More)

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