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ICML
2005
IEEE
16 years 20 days ago
Heteroscedastic Gaussian process regression
This paper presents an algorithm to estimate simultaneously both mean and variance of a non parametric regression problem. The key point is that we are able to estimate variance l...
Alexander J. Smola, Quoc V. Le, Stéphane Ca...
CDC
2008
IEEE
117views Control Systems» more  CDC 2008»
15 years 6 months ago
Exact controllability of linear neutral type systems by the moment problem approach
Abstract— The problem of exact null-controllability is considered for a wide class of linear neutral type systems with distributed delay. The main tool of the analysis is the app...
Rabah Rabah, Grigory Sklyar
CDC
2009
IEEE
15 years 4 months ago
Dynamic practical stabilization of sampled-data linear distributed parameter systems
Abstract— In this paper, dynamic practical stability properties of infinite-dimensional sampled-data systems are discussed. A family of finite-dimensional discrete-time control...
Ying Tan, Emmanuel Trélat, Yacine Chitour, ...
ICASSP
2009
IEEE
15 years 3 months ago
Geometrical interpretation and improvements of the Blahut-Arimoto's algorithm
The paper first recalls the Blahut Arimoto algorithm for computing the capacity of arbitrary discrete memoryless channels, as an example of an iterative algorithm working with pro...
Ziad Naja, Florence Alberge, Pierre Duhamel
IEEEAMS
2003
IEEE
15 years 5 months ago
Smart Doorplates - Toward an Autonomic Computing System
The last three decades proved Moore’s Law. We witnessed an exponential increase in processing power, memory capacity and communication bandwidth and we expect this increase to c...
Wolfgang Trumler, Faruk Bagci, Jan Petzold, Theo U...