757 search results - page 56 / 152 » Monte Carlo Model Checking |
TSP
2008
15 years 2 months ago
2008
This paper studies the behavior of the low-rank least mean squares (LMS) adaptive algorithm for the general case in which the input transformation may not capture the exact input s...
123
Voted
ATAL
2009
Springer
15 years 9 months ago
2009
Springer
We investigate and model the dynamics of two-dimensional stochastic self-assembly of intelligent micro-systems with minimal requirements in terms of sensing, actuation, and contro...
120
click to vote
PAMI
2007
15 years 2 months ago
2007
This paper presents a robust object tracking method via a spatial bias appearance model learned dynamically in video. Motivated by the attention shifting among local regions of a ...
116
click to vote
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We propose a novel dependent hierarchical Pitman-Yor process model for discrete data. An incremental Monte Carlo inference procedure for this model is developed. We show that infe...
114
Voted
UAI
2000
15 years 3 months ago
2000
The K-Means and EM algorithms are popular in clustering and mixture modeling due to their simplicity and ease of implementation. However, they have several significant limitations...