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» Learning parallel portfolios of algorithms
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FCCM
2008
IEEE
205views VLSI» more  FCCM 2008»
14 years 1 months ago
Credit Risk Modelling using Hardware Accelerated Monte-Carlo Simulation
The recent turmoil in global credit markets has demonstrated the need for advanced modelling of credit risk, which can take into account the effects of changing economic condition...
David B. Thomas, Wayne Luk
KDD
2007
ACM
210views Data Mining» more  KDD 2007»
14 years 1 months ago
Machine learning for stock selection
In this paper, we propose a new method called Prototype Ranking (PR) designed for the stock selection problem. PR takes into account the huge size of real-world stock data and app...
Robert J. Yan, Charles X. Ling
SEAL
2010
Springer
13 years 5 months ago
A Parallel Algorithm for Solving Large Convex Minimax Problems
Ramnik Arora, Utkarsh Upadhyay, Rupesh Tulshyan, J...
ICML
2009
IEEE
14 years 8 months ago
Efficient learning algorithms for changing environments
We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...
Elad Hazan, C. Seshadhri