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» Analysis of Utility Functions for Video
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CORR
2010
Springer
99views Education» more  CORR 2010»
14 years 9 months ago
Locating phase transitions in computationally hard problems
We discuss how phase-transitions may be detected in computationally hard problems in the context of anytime algorithms. Treating the computational time, value and utility functions...
B. Ashok, T. K. Patra
JMLR
2012
13 years 6 days ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
BIOCOMP
2009
14 years 11 months ago
Evolution of Domain Compositions in the Metabolic Networks of Human and Escherichia Coli
It is widely recognized that complexity of metabolic networks arises from duplication, recruitment and recombination of enzyme protein domains. However, variations of the domain ev...
Chen-Hsiang Yeang, Nils Baas
ECIR
2010
Springer
14 years 7 months ago
Query Aspect Based Term Weighting Regularization in Information Retrieval
Abstract. Traditional retrieval models assume that query terms are independent and rank documents primarily based on various term weighting strategies including TF-IDF and document...
Wei Zheng, Hui Fang
ICCV
2011
IEEE
13 years 9 months ago
Real-time Indoor Scene Understanding using Bayesian Filtering with Motion Cues
We present a method whereby an embodied agent using visual perception can efficiently create a model of a local indoor environment from its experience of moving within it. Our me...
Grace Tsai, Changhai Xu, Jingen Liu, Benjamin Kuip...