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WSC
2007
15 years 9 months ago
Non-linear control variates for regenerative steady-state simulation
We assume the existence of a parameterized family of control variates that could be used in a regenerative steady-state simulation. We show how such controls can be generated in t...
Sujin Kim, Shane G. Henderson
ML
2000
ACM
103views Machine Learning» more  ML 2000»
15 years 6 months ago
Nonparametric Time Series Prediction Through Adaptive Model Selection
We consider the problem of one-step ahead prediction for time series generated by an underlying stationary stochastic process obeying the condition of absolute regularity, describi...
Ron Meir
ICANN
2009
Springer
16 years 1 months ago
Almost Random Projection Machine
Backpropagation of errors is not only hard to justify from biological perspective but also it fails to solve problems requiring complex logic. A simpler algorithm based on generati...
Wlodzislaw Duch, Tomasz Maszczyk
ELPUB
1999
ACM
15 years 11 months ago
The S-Link-S Framework for Reference Linking: Architecture and Implementation
The Scholarly Link Specification (S-Link-S™) Framework has been proposed as a possible approach towards a solution to the reference linking problem. S-Link-S provides a language ...
Eric Hellman
CVPR
2007
IEEE
16 years 8 months ago
Discriminative Learning of Dynamical Systems for Motion Tracking
We introduce novel discriminative learning algorithms for dynamical systems. Models such as Conditional Random Fields or Maximum Entropy Markov Models outperform the generative Hi...
Minyoung Kim, Vladimir Pavlovic