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JACM
2011
152views more  JACM 2011»
14 years 8 months ago
Robust principal component analysis?
This paper is about a curious phenomenon. Suppose we have a data matrix, which is the superposition of a low-rank component and a sparse component. Can we recover each component i...
Emmanuel J. Candès, Xiaodong Li, Yi Ma, Joh...
CVPR
2012
IEEE
13 years 7 months ago
A simple prior-free method for non-rigid structure-from-motion factorization
This paper proposes a simple “prior-free” method for solving non-rigid structure-from-motion factorization problems. Other than using the basic low-rank condition, our method ...
Yuchao Dai, Hongdong Li, Mingyi He
CDC
2010
IEEE
15 years 3 days ago
A hierarchical approach to energy management in data centers
This paper concerns the management of energy in data centers using a cyber-physical model that supports the coordinated control of both computational and thermal (cooling) resource...
Luca Parolini, Emanuele Garone, Bruno Sinopoli, Br...
CIDM
2009
IEEE
15 years 12 months ago
Ensemble member selection using multi-objective optimization
— Both theory and a wealth of empirical studies have established that ensembles are more accurate than single predictive models. Unfortunately, the problem of how to maximize ens...
Tuve Löfström, Ulf Johansson, Henrik Bos...
APNOMS
2009
Springer
15 years 11 months ago
A Scheme for Supporting Optimal Path in 6LoWPAN Based MANEMO Networks
In this paper, we focus on the scheme for the route optimization in 6LoWPAN based MANEMO environments. If 6LoWPAN mobile routers for supporting NEMO protocol are organized by neste...
Jin Ho Kim, Choong Seon Hong