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CDC
2009
IEEE
112views Control Systems» more  CDC 2009»
15 years 8 months ago
Model predictive control for wind power generation smoothing with controlled battery storage
The aim of this study is to design a controller based on model predictive control (MPC) theory to smooth wind power generation along with the controlled storage of the wind energy ...
Muhammad Khalid, Andrey V. Savkin
128
Voted
UAI
2004
15 years 6 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
ICML
2007
IEEE
16 years 5 months ago
Scalable training of L1-regularized log-linear models
The l-bfgs limited-memory quasi-Newton method is the algorithm of choice for optimizing the parameters of large-scale log-linear models with L2 regularization, but it cannot be us...
Galen Andrew, Jianfeng Gao
ICDCN
2009
Springer
15 years 11 months ago
Compact Routing Schemes for Dynamic Trees in the Fixed Port Model
Abstract. The current paper considers the routing problem in dynamic trees under the fixed-port model, in which an adversary chooses the port numbers assigned to each node. We pre...
Amos Korman
131
Voted
CVPR
2008
IEEE
16 years 6 months ago
Enforcing convexity for improved alignment with constrained local models
Constrained local models (CLMs) have recently demonstrated good performance in non-rigid object alignment/tracking in comparison to leading holistic approaches (e.g., AAMs). A maj...
Yang Wang, Simon Lucey, Jeffrey F. Cohn