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» Nonlinear functional regression: a functional RKHS approach
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ICRA
2000
IEEE
106views Robotics» more  ICRA 2000»
14 years 27 days ago
Toward Biomorphic Control Using Custom aVLSI CPG Chips
The locomotor controller for walking, running, swimming, and flying animals is based on a Central Pattern Generator (CPG). Models of CPGs as systems of coupled non-linear oscillato...
M. Anthony Lewis, Ralph Etienne-Cummings, Avis H. ...
WSC
2007
13 years 10 months ago
Determining safety stocks in the presence of workload-dependent lead times
Most classical stochastic inventory models assume that replenishment lead times are independent of the amount of orders placed. This assumption is clearly problematic in capacitat...
Seza Orcun, Sila Çetinkaya, Reha Uzsoy
ACL
2006
13 years 10 months ago
Training Conditional Random Fields with Multivariate Evaluation Measures
This paper proposes a framework for training Conditional Random Fields (CRFs) to optimize multivariate evaluation measures, including non-linear measures such as F-score. Our prop...
Jun Suzuki, Erik McDermott, Hideki Isozaki
COR
2008
112views more  COR 2008»
13 years 8 months ago
Buffer allocation in general single-server queueing networks
-- The optimal buffer allocation in queueing network systems is a difficult stochastic, non-linear, integer mathematical programming problem. Moreover, the objective function, the ...
Frederico R. B. Cruz, A. R. Duarte, Tom Van Woense...
NECO
2002
78views more  NECO 2002»
13 years 8 months ago
Local Overfitting Control via Leverages
We present a novel approach to dealing with overfitting in black-box models. It is based on the leverages of the samples, i.e. on the influence that each observation has on the pa...
Gaétan Monari, Gérard Dreyfus