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CDC
2009
IEEE
117views Control Systems» more  CDC 2009»
14 years 1 months ago
Risk sensitive robust support vector machines
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
Huan Xu, Constantine Caramanis, Shie Mannor, Sungh...
WSC
2001
13 years 10 months ago
Graphical methods for robust design of a semiconductor burn-in process
Discrete-event simulation is a common tool for the analysis of semiconductor manufacturing systems. With the aid of a simulation model, and in conjunction with sensitivity analysi...
Scott L. Rosen, Chad A. Geist, Daniel A. Finke, Jy...
CORR
2006
Springer
135views Education» more  CORR 2006»
13 years 9 months ago
Robust Distributed Source Coding
We consider a distributed source coding system in which several observations must be encoded separately and communicated to the decoder by using limited transmission rate. We intro...
Jun Chen, Toby Berger
EH
2005
IEEE
127views Hardware» more  EH 2005»
14 years 2 months ago
On the Robustness Achievable with Stochastic Development Processes
Manufacturing processes are a key source of faults in complex hardware systems. Minimizing this impact of manufacturing uncertainties is one way towards achieving fault tolerant s...
Shivakumar Viswanathan, Jordan B. Pollack
CDC
2009
IEEE
148views Control Systems» more  CDC 2009»
14 years 1 months ago
Robust extended Kalman filter based nonlinear model predictive control formulation
— The analysis of the EKF error sequence in [1] is expanded to the case with non-vanishing perturbations. The robust stability of NMPC and EKF pair is established. In addition, w...
Rui Huang, Sachin C. Patwardhan, Lorenz T. Biegler