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84
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CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 25 days ago
On the Finite Time Convergence of Cyclic Coordinate Descent Methods
Cyclic coordinate descent is a classic optimization method that has witnessed a resurgence of interest in machine learning. Reasons for this include its simplicity, speed and stab...
Ankan Saha, Ambuj Tewari
113
Voted
CORR
2010
Springer
120views Education» more  CORR 2010»
15 years 25 days ago
Dynamical issues in interactive representation of physical objects
The quality of a simulator equipped with a haptic interface is given by the dynamical properties of its components: haptic interface, simulator and control system. Some applicatio...
Jean-Loup Florens, Alina Voda, Daniela Urma
114
Voted
CORR
2010
Springer
255views Education» more  CORR 2010»
15 years 25 days ago
Scalable Tensor Factorizations for Incomplete Data
The problem of incomplete data--i.e., data with missing or unknown values--in multi-way arrays is ubiquitous in biomedical signal processing, network traffic analysis, bibliometri...
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy, Mo...
CORR
2010
Springer
110views Education» more  CORR 2010»
15 years 25 days ago
Detecting communities of triangles in complex networks using spectral optimization
The study of the sub-structure of complex networks is of major importance to relate topology and functionality. Many efforts have been devoted to the analysis of the modular struc...
Belkacem Serrour, Alex Arenas, Sergio Gómez
91
Voted
CORR
2010
Springer
96views Education» more  CORR 2010»
15 years 25 days ago
LSMR: An iterative algorithm for sparse least-squares problems
Abstract. An iterative method LSMR is presented for solving linear systems Ax = b and leastsquares problem min Ax - b 2, with A being sparse or a fast linear operator. LSMR is base...
David Fong, Michael Saunders