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» A Theory of Complexity for Continuous Time Systems
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NIPS
2007
15 years 1 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet
EOR
2008
88views more  EOR 2008»
14 years 12 months ago
Algorithmic analysis of the Geo/Geo/c
In this paper, we consider a discrete-time queue of Geo/Geo/c type with geometric repeated attempts. It is known that its continuous counterpart, namely the M/M/c queue with expon...
Jesus R. Artalejo, Antonis Economou, Antonio G&oac...
FGCS
2000
101views more  FGCS 2000»
14 years 11 months ago
VRML as means of expressive 4D illustration in CAM education
Computer graphics (CGr) lies in the fundaments of computer aided engineering (CAE). As a result from the fast development in both CGr and CAE, more and more computer aided systems...
Nikolay Avgoustinov
PAMI
2002
124views more  PAMI 2002»
14 years 11 months ago
Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation
We introduce a formalism for optimal sensor parameter selection for iterative state estimation in static systems. Our optimality criterion is the reduction of uncertainty in the st...
Joachim Denzler, Christopher M. Brown
BMCBI
2007
179views more  BMCBI 2007»
14 years 12 months ago
Automated smoother for the numerical decoupling of dynamics models
Background: Structure identification of dynamic models for complex biological systems is the cornerstone of their reverse engineering. Biochemical Systems Theory (BST) offers a pa...
Marco Vilela, Carlos Cristiano H. Borges, Susana V...