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IOR
2011
152views more  IOR 2011»
15 years 1 months ago
Risk-Averse Two-Stage Stochastic Linear Programming: Modeling and Decomposition
We formulate a risk-averse two-stage stochastic linear programming problem in which unresolved uncertainty remains after the second stage. The objective function is formulated as ...
Naomi Miller, Andrzej Ruszczynski
JMLR
2010
129views more  JMLR 2010»
15 years 1 months ago
Efficient Multioutput Gaussian Processes through Variational Inducing Kernels
Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process pers...
Mauricio Alvarez, David Luengo, Michalis Titsias, ...
ICIP
2001
IEEE
16 years 8 months ago
The orientation adaptive lapped biorthogonal transform for efficient image coding
A lapped biorthogonal transform adapted for local directionality of an image is proposed. The proposed transform consists of overlapping basis functions and non-overlapping basis ...
Toshihsa Tanaka, Y. Yamashita
PEPM
2009
ACM
16 years 3 months ago
Designing aspects for side-effect localization
Computation performed in many typical aspects involve side effects. In a purely functional setting, adding such aspects using techniques such as monadification will generally lea...
Kung Chen, Jia-Yin Lin, Shu-Chun Weng, Siau-Cheng ...
IROS
2007
IEEE
112views Robotics» more  IROS 2007»
16 years 25 days ago
Orchestrating concurrency in robot swarms
— A functional approach to programming robot swarms brings with it well-defined properties that allow for automated concurrency and distributed execution. Further, the particula...
Anthony Cowley, Camillo J. Taylor