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ORCIDMiguel Á. Carreira-Perpiñán
Publications
- 2014
[c51]Miguel Á. Carreira-Perpiñán, Weiran Wang:
LASS: A Simple Assignment Model with Laplacian Smoothing. AAAI 2014: 1715-1721- [c50]Weiran Wang, Miguel Á. Carreira-Perpiñán:
The Role of Dimensionality Reduction in Classification. AAAI 2014: 2128-2134 - [c49]Miguel Á. Carreira-Perpiñán, Weiran Wang:
Distributed optimization of deeply nested systems. AISTATS 2014: 10-19 - [i10]Miguel Á. Carreira-Perpiñán, Weiran Wang:
LASS: a simple assignment model with Laplacian smoothing. CoRR abs/1405.5960 (2014) - [i9]Weiran Wang, Miguel Á. Carreira-Perpiñán:
The role of dimensionality reduction in linear classification. CoRR abs/1405.6444 (2014) - [i8]Weiran Wang, Miguel Á. Carreira-Perpiñán:
The Laplacian K-modes algorithm for clustering. CoRR abs/1406.3895 (2014) - 2013
- [i6]Miguel Á. Carreira-Perpiñán, Weiran Wang:
The K-modes algorithm for clustering. CoRR abs/1304.6478 (2013) - [i5]Weiran Wang, Miguel Á. Carreira-Perpiñán:
Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application. CoRR abs/1309.1541 (2013) - 2012
- [c41]Weiran Wang, Miguel Á. Carreira-Perpiñán:
Nonlinear low-dimensional regression using auxiliary coordinates. AISTATS 2012: 1295-1304 - [i3]Miguel Á. Carreira-Perpiñán, Weiran Wang:
Distributed optimization of deeply nested systems. CoRR abs/1212.5921 (2012) - 2011
- [c40]Miguel Á. Carreira-Perpiñán, Zhengdong Lu:
Manifold Learning and Missing Data Recovery through Unsupervised Regression. ICDM 2011: 1014-1019 - [c37]Weiran Wang, Miguel Á. Carreira-Perpiñán, Zhengdong Lu:
A Denoising View of Matrix Completion. NIPS 2011: 334-342 - 2010
- [c35]Weiran Wang, Miguel Á. Carreira-Perpiñán:
Manifold blurring mean shift algorithms for manifold denoising. CVPR 2010: 1759-1766 - [c34]Miguel Á. Carreira-Perpiñán, Zhengdong Lu:
Parametric dimensionality reduction by unsupervised regression. CVPR 2010: 1895-1902 - 2008
- [c22]Miguel Á. Carreira-Perpiñán, Zhengdong Lu:
Dimensionality reduction by unsupervised regression. CVPR 2008 - [c21]Zhengdong Lu, Miguel Á. Carreira-Perpiñán:
Constrained spectral clustering through affinity propagation. CVPR 2008 - [c20]Umut Ozertem, Deniz Erdogmus, Miguel Á. Carreira-Perpiñán:
Density geodesics for similarity clustering. ICASSP 2008: 1977-1980 - 2007
- [c12]Zhengdong Lu, Miguel Á. Carreira-Perpiñán, Cristian Sminchisescu:
People Tracking with the Laplacian Eigenmaps Latent Variable Model. NIPS 2007: 1705-1712 - [c11]Miguel Á. Carreira-Perpiñán, Zhengdong Lu:
The Laplacian Eigenmaps Latent Variable Model. AISTATS 2007: 59-66 - 2006
- [c9]Deniz Erdogmus, Miguel Á. Carreira-Perpiñán, Umut Ozertem:
Kernel Density Estimation, Affinity-Based Clustering, And Typical Cuts. ICASSP (5) 2006: 569-572
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