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ICML
2004
IEEE
15 years 3 months ago
Learning to learn with the informative vector machine
This paper describes an ecient method for learning the parameters of a Gaussian process (GP). The parameters are learned from multiple tasks which are assumed to have been drawn ...
Neil D. Lawrence, John C. Platt
MPC
2004
Springer
155views Mathematics» more  MPC 2004»
15 years 3 months ago
Inferring Type Isomorphisms Generically
Abstract. Datatypes which differ inessentially in their names and structure are said to be isomorphic; for example, a ternary product is isomorphic to a nested pair of binary prod...
Frank Atanassow, Johan Jeuring
AAI
2004
114views more  AAI 2004»
14 years 9 months ago
Model Checking A Knowledge Exchange Scenario
We are interested in applying model checking techniques to the verification of communication protocols which require safe communication. Typically, in such scenarios, one desires ...
Sieuwert van Otterloo, Wiebe Der, Michael Wooldrid...
AROBOTS
2004
93views more  AROBOTS 2004»
14 years 9 months ago
Propagation of Uncertainty in Cooperative Multirobot Localization: Analysis and Experimental Results
This paper examines the problem of cooperative localization for the case of large groups of mobile robots. A Kalman filter estimator is implemented and tested for this purpose. The...
Stergios I. Roumeliotis, Ioannis M. Rekleitis
ICA
2004
Springer
15 years 3 months ago
Blind Signal Separation of Convolutive Mixtures: A Time-Domain Joint-Diagonalization Approach
We address the blind source separation (BSS) problem for the convolutive mixing case. Second-order statistical methods are employed assuming the source signals are non-stationary a...
Marcel Joho