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» A Sampling Method Focusing on Practicality
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124
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CLEAR
2006
Springer
111views Biometrics» more  CLEAR 2006»
15 years 4 months ago
A Generative Approach to Audio-Visual Person Tracking
This paper focuses on the integration of acoustic and visual information for people tracking. The system presented relies on a probabilistic framework within which information from...
Roberto Brunelli, Alessio Brutti, Paul Chippendale...
131
Voted
CEC
2009
IEEE
15 years 13 days ago
Multi-objective Combinatorial Optimisation with Coincidence algorithm
-- Most optimization algorithms that use probabilistic models focus on extracting the information from good solutions found in the population. A selection method discards the below...
Warin Wattanapornprom, Panuwat Olanviwitchai, Para...
116
Voted
CDC
2010
IEEE
110views Control Systems» more  CDC 2010»
14 years 9 months ago
Multi-step-ahead multivariate predictors: A comparative analysis
Abstract-- The focus of this article is to undertake a comparative analysis of multi-step-ahead linear multivariate predictors. The approach considered for the estimation will be b...
Marzia Cescon, Rolf Johansson
112
Voted
CIARP
2007
Springer
15 years 8 months ago
Quality Controlled Multimodal Fusion of Biometric Experts
Abstract. The quality of biometric samples used by multimodal biometric experts to produce matching scores has a significant impact on their fusion. We address the problem of qual...
Omolara Fatukasi, Josef Kittler, Norman Poh
118
Voted
NIPS
2001
15 years 4 months ago
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning
Policy gradient methods for reinforcement learning avoid some of the undesirable properties of the value function approaches, such as policy degradation (Baxter and Bartlett, 2001...
Evan Greensmith, Peter L. Bartlett, Jonathan Baxte...