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ALT
2004
Springer
14 years 5 months ago
Prediction with Expert Advice by Following the Perturbed Leader for General Weights
When applying aggregating strategies to Prediction with Expert Advice, the learning rate must be adaptively tuned. The natural choice of complexity/current loss renders the analys...
Marcus Hutter, Jan Poland
ICCD
2001
IEEE
120views Hardware» more  ICCD 2001»
14 years 5 months ago
Design of a Predictive Filter Cache for Energy Savings in High Performance Processor Architectures
Filter cache has been proposed as an energy saving architectural feature [9]. A filter cache is placed between the CPU and the instruction cache (I-cache) to provide the instruct...
Weiyu Tang, Rajesh K. Gupta, Alexandru Nicolau
ISDA
2009
IEEE
14 years 3 months ago
Improving Academic Performance Prediction by Dealing with Class Imbalance
Abstract—This paper introduces and compares some techniques used to predict the student performance at the university. Recently, researchers have focused on applying machine lear...
Nguyen Thai-Nghe, Andre Busche, Lars Schmidt-Thiem...
CDC
2008
IEEE
112views Control Systems» more  CDC 2008»
14 years 3 months ago
A preliminary study on the effects of roll dynamics in predictive vehicle stability control
Abstract— A Model Predictive Control (MPC) -based approach is presented for autonomous path following via Active Front Steering (AFS). We start from the Nonlinear MPC (NMPC) prob...
Giovanni Palmieri, Paolo Falcone, H. Eric Tseng, L...
ICC
2007
IEEE
14 years 3 months ago
Link Error Prediction in Wireless Communication Systems with Quality Based Power Control
— The quality of end-to-end services over wireless communication networks highly depends on the error characteristics of the wireless links. By utilizing the link error character...
Wolfgang Karner, Olivia Nemethova, Markus Rupp