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» Algorithmic Complexity with Page-Based Intelligent Memory
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PPL
2000
93views more  PPL 2000»
13 years 5 months ago
Algorithmic Complexity with Page-Based Intelligent Memory
Mark Oskin, Lucian Vlad Lita, Frederic T. Chong, J...
ICRA
1993
IEEE
101views Robotics» more  ICRA 1993»
13 years 9 months ago
Measuring Complexity of Intelligent Machines
In this paper we introduce a formalism which combines reliability and complexity as performance measures for Intelligent Machines. For a given desired reliability, di erent algori...
Pedro U. Lima, George N. Saridis
TSP
2010
12 years 12 months ago
Low complexity equalization for doubly selective channels modeled by a basis expansion
We propose a novel equalization method for doubly selective wireless channels, whose taps are represented by an arbitrary Basis Expansion Model (BEM). We view such a channel in the...
Tomasz Hrycak, Saptarshi Das, Gerald Matz, Hans G....
AAAI
2011
12 years 5 months ago
An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems
Recently, a number of researchers have proposed spectral algorithms for learning models of dynamical systems—for example, Hidden Markov Models (HMMs), Partially Observable Marko...
Byron Boots, Geoffrey J. Gordon
GECCO
2007
Springer
138views Optimization» more  GECCO 2007»
13 years 11 months ago
Reducing the space-time complexity of the CMA-ES
A limited memory version of the covariance matrix adaptation evolution strategy (CMA-ES) is presented. This algorithm, L-CMA-ES, improves the space and time complexity of the CMA-...
James N. Knight, Monte Lunacek