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ICCV
2001
IEEE
16 years 7 months ago
People Tracking Using Hybrid Monte Carlo Filtering
Particle filters are used for hidden state estimation with nonlinear dynamical systems. The inference of 3-d human motion is a natural application, given the nonlinear dynamics of...
Kiam Choo, David J. Fleet
UAI
2004
15 years 7 months ago
PAC-learning Bounded Tree-width Graphical Models
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
Mukund Narasimhan, Jeff A. Bilmes
DEBU
2006
142views more  DEBU 2006»
15 years 5 months ago
Automated Storage Management with QoS Guarantee in Large-scale Virtualized Storage Systems
Storage virtualization in modern storage systems allows variability in the number of "physical" disks supporting a single "virtual" disk. In practice, IO workl...
Lin Qiao, Balakrishna R. Iyer, Divyakant Agrawal, ...
189
Voted
TRIER
2002
15 years 5 months ago
Precise Interprocedural Dependence Analysis of Parallel Programs
It is known that interprocedural detection of copy constants and elimination of faint code in parallel programs are undecidable problems, if base statements are assumed to execute...
Markus Müller-Olm
TACAS
1998
Springer
98views Algorithms» more  TACAS 1998»
15 years 9 months ago
Efficient Modeling of Memory Arrays in Symbolic Ternary Simulation
This paper enables symbolic ternary simulation of systems with large embedded memories. Each memory array is replaced with a behavioral model, where the number of symbolic variable...
Miroslav N. Velev, Randal E. Bryant