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COLT
2003
Springer
15 years 11 months ago
Internal Regret in On-Line Portfolio Selection
This paper extends the game-theoretic notion of internal regret to the case of on-line potfolio selection problems. New sequential investment strategies are designed to minimize th...
Gilles Stoltz, Gábor Lugosi
MCS
2000
Springer
15 years 10 months ago
Ensemble Methods in Machine Learning
Ensemble methods are learning algorithms that construct a set of classi ers and then classify new data points by taking a (weighted) vote of their predictions. The original ensembl...
Thomas G. Dietterich
JAT
2006
66views more  JAT 2006»
15 years 6 months ago
An extrapolation theorem for nonlinear approximation and its applications
We prove an extrapolation theorem for the nonlinear m-term approximation with respect to a system of functions satisfying very mild conditions. This theorem allows us to prove end...
Feng Dai
LOGCOM
2006
78views more  LOGCOM 2006»
15 years 6 months ago
On Weakly Cancellative Fuzzy Logics
Starting from a decomposition result of MTL-chains as ordinal sums, we focus our attention on a particular kind of indecomposable semihoops, namely weakly cancellative semihoops. ...
Franco Montagna, Carles Noguera, Rostislav Horc&ia...
JOT
2007
73views more  JOT 2007»
15 years 6 months ago
CM - Configuration Change Management
Configuration management, the traditional CM, has been subsumed by a new CM, change management. The strategic organization looks ahead and this includes planning for change. This ...
John McGregor