Miguel A. Carreira-Perpinan
Miguel A. Carreira-Perpinan
Professor of Computer Science, University of California, Merced
Verified email at ucmerced.edu - Homepage
TitleCited byYear
Multiscale conditional random fields for image labeling
X He, RS Zemel, MÁ Carreira-Perpiñán
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004
10362004
On contrastive divergence learning.
MA Carreira-Perpinan, GE Hinton
Aistats 10, 33-40, 2005
6492005
A review of dimension reduction techniques
MA Carreira-Perpinán
Department of Computer Science. University of Sheffield. Tech. Rep. CS-96-09 …, 1997
3181997
Non-rigid point set registration: Coherent point drift
A Myronenko, X Song, MA Carreira-Perpinán
Advances in neural information processing systems, 1009-1016, 2007
2842007
OBSERVE: Occupancy-based system for efficient reduction of HVAC energy
VL Erickson, MÁ Carreira-Perpiñán, AE Cerpa
Proceedings of the 10th ACM/IEEE International Conference on Information …, 2011
2772011
Mode-finding for mixtures of Gaussian distributions
MA Carreira-Perpinan
IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (11), 1318 …, 2000
2082000
Constrained spectral clustering through affinity propagation
Z Lu, MA Carreira-Perpinan
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
1802008
Gaussian mean-shift is an em algorithm
MA Carreira-Perpinan
Pattern Analysis and Machine Intelligence, IEEE Transactions on 29 (5), 767-776, 2007
1792007
Proximity graphs for clustering and manifold learning
RS Zemel, MÁ Carreira-Perpiñán
Advances in neural information processing systems, 225-232, 2005
1362005
Hashing with binary autoencoders
MA Carreira-Perpinán, R Raziperchikolaei
Proceedings of the IEEE conference on computer vision and pattern …, 2015
1232015
Continuous latent variable models for dimensionality reduction and sequential data reconstruction
MA Carreira-Perpinan
University of Sheffield, 2001
1232001
Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application
W Wang, MA Carreira-Perpinán
arXiv preprint arXiv:1309.1541, 2013
1202013
Fast nonparametric clustering with Gaussian blurring mean-shift
MÁ Carreira-Perpiñán
Proceedings of the 23rd international conference on Machine learning, 153-160, 2006
1152006
The Elastic Embedding Algorithm for Dimensionality Reduction.
MA Carreira-Perpinán
ICML 10, 167-174, 2010
1062010
Acceleration strategies for Gaussian mean-shift image segmentation
MA Carreira-Perpinan
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
972006
Distributed optimization of deeply nested systems
M Carreira-Perpinan, W Wang
Artificial Intelligence and Statistics, 10-19, 2014
962014
Occupancy modeling and prediction for building energy management
VL Erickson, MÁ Carreira-Perpiñán, AE Cerpa
ACM Transactions on Sensor Networks (TOSN) 10 (3), 42, 2014
962014
On the number of modes of a Gaussian mixture
MÁ Carreira-Perpiñán, CKI Williams
International Conference on Scale-Space Theories in Computer Vision, 625-640, 2003
862003
Practical identifiability of finite mixtures of multivariate Bernoulli distributions
MA Carreira-Perpinán, S Renals
Neural Computation 12 (1), 141-152, 2000
862000
People tracking with the laplacian eigenmaps latent variable model
Z Lu, C Sminchisescu, MÁ Carreira-Perpiñán
Advances in neural information processing systems, 1705-1712, 2008
692008
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