224 search results - page 12 / 45 » Gaussian processes and limiting linear models |
AUTOMATICA
2010
13 years 10 months ago
2010
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...
CDC
2010
IEEE
13 years 4 months ago
2010
IEEE
This paper studies the infinite-horizon sensor scheduling problem for linear Gaussian processes with linear measurement functions. Several important properties of the optimal infin...
ICASSP
2009
IEEE
14 years 4 months ago
2009
IEEE
This paper considers humming-based human verification and identification systems. Humming of a target person is modeled as a Gaussian mixture model, and the matching score betwe...
NIPS
2003
13 years 11 months ago
2003
Approximate linear programming (ALP) has emerged recently as one of the most promising methods for solving complex factored MDPs with finite state spaces. In this work we show th...
ALGORITHMICA
1998
13 years 9 months ago
1998
Abstract. This paper presents moment analyses and characterizations of limit distributions for the construction cost of hash tables under the linear probing strategy. Two models ar...