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All publications by Miguel Á. Carreira-perpiñán
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Partial-Hessian Strategies for Fast Learning of Nonlinear Embeddings
Max Vladymyrov and Miguel Á. Carreira-perpiñán
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Nonlinear low-dimensional regression using auxiliary coordinates
Weiran Wang and Miguel Á. Carreira-perpiñán
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


A Denoising View of Matrix Completion
Weiran Wang, Miguel Á. Carreira-perpiñán and Zhengdong Lu
Advances in Neural Information Processing Systems 24, 2011


People Tracking with the Laplacian Eigenmaps Latent Variable Model
Zhengdong Lu, Cristian Sminchisescu and Miguel Á. Carreira-perpiñán
Advances in Neural Information Processing Systems 20, 2007


The Laplacian Eigenmaps Latent Variable Model
Miguel Á. Carreira-perpiñán and Zhengdong Lu
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Fast nonparametric clustering with Gaussian blurring mean-shift
Miguel Á. Carreira-perpiñán
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Non-rigid point set registration: Coherent Point Drift
Andriy Myronenko, Xubo Song and Miguel Á. Carreira-perpiñán
Advances in Neural Information Processing Systems 19, 2006


Proximity Graphs for Clustering and Manifold Learning
Richard S. Zemel and Miguel Á. Carreira-perpiñán
Advances in Neural Information Processing Systems 17, 2004