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» Stability and Generalization
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117
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IAT
2009
IEEE
15 years 7 months ago
An Intelligent Agent That Autonomously Learns How to Translate
—We describe the design of an autonomous agent that can teach itself how to translate from a foreign language, by first assembling its own training set, then using it to improve...
Marco Turchi, Tijl De Bie, Nello Cristianini
CDC
2008
IEEE
152views Control Systems» more  CDC 2008»
15 years 7 months ago
Non-uniform small-gain theorems for systems with unstable invariant sets
— We consider the problem of small-gain analysis of asymptotic behavior in interconnected nonlinear dynamic systems. Mathematical models of these systems are allowed to be uncert...
Ivan Tyukin, Erik Steur, Henk Nijmeijer, Cees van ...
96
Voted
CDC
2008
IEEE
15 years 7 months ago
Noise suppression in auto-regulatory gene networks
— Living cells are characterized by small populations of key molecular components that have large stochastic noise associated with them. Various gene network motifs exists within...
Abhyudai Singh, João Pedro Hespanha
SRDS
2008
IEEE
15 years 7 months ago
Using Tractable and Realistic Churn Models to Analyze Quiescence Behavior of Distributed Protocols
Large-scale distributed systems are subject to churn, i.e., continuous arrival, departure and failure of processes. Analysis of protocols under churn requires one to use churn mod...
Steven Y. Ko, Imranul Hoque, Indranil Gupta
ISSAC
2007
Springer
108views Mathematics» more  ISSAC 2007»
15 years 6 months ago
Minimum converging precision of the QR-factorization algorithm for real polynomial GCD
Shirayanagi and Sweedler proved that a large class of algorithms over the reals can be modified slightly so that they also work correctly on fixed-precision floating-point numb...
Pramook Khungurn, Hiroshi Sekigawa, Kiyoshi Shiray...