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ICML
2010
IEEE
13 years 8 months ago
Clustering processes
The problem of clustering is considered, for the case when each data point is a sample generated by a stationary ergodic process. We propose a very natural asymptotic notion of co...
Daniil Ryabko
IJCV
2007
159views more  IJCV 2007»
13 years 7 months ago
Face Hallucination: Theory and Practice
In this paper, we study face hallucination, or synthesizing a high-resolution face image from an input low-resolution image, with the help of a large collection of other high-reso...
Ce Liu, Heung-Yeung Shum, William T. Freeman
ECBS
2000
IEEE
125views Hardware» more  ECBS 2000»
14 years 2 days ago
Design Tool Integration: An Exercise in Semantic Interoperability
The integration of software tools used in an engineering process is a problem that arises frequently in large-scale engineering projects. Traditional approaches are insufficient f...
Gabor Karsai
NIPS
2008
13 years 9 months ago
Syntactic Topic Models
We develop the syntactic topic model (STM), a nonparametric Bayesian model of parsed documents. The STM generates words that are both thematically and syntactically constrained, w...
Jordan L. Boyd-Graber, David M. Blei
PKDD
2010
Springer
154views Data Mining» more  PKDD 2010»
13 years 6 months ago
Topic Models Conditioned on Relations
Latent Dirichlet allocation is a fully generative statistical language model that has been proven to be successful in capturing both the content and the topics of a corpus of docum...
Mirwaes Wahabzada, Zhao Xu, Kristian Kersting