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» Gaussian process for nonstationary time series prediction
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ASYNC
2010
IEEE
230views Hardware» more  ASYNC 2010»
13 years 6 days ago
The Devolution of Synchronizers
— Synchronizers play a key role in multi-clock domain systems on chip. Traditionally, improvement of synchronization parameters with scaling has been assumed. In particular, the ...
Salomon Beer, Ran Ginosar, Michael Priel, Rostisla...
EUROGP
2009
Springer
125views Optimization» more  EUROGP 2009»
14 years 3 months ago
The Role of Population Size in Rate of Evolution in Genetic Programming
Abstract. Population size is a critical parameter that affects the performance of an Evolutionary Computation model. A variable population size scheme is considered potentially be...
Ting Hu, Wolfgang Banzhaf
ECCV
2008
Springer
14 years 10 months ago
Articulated Multi-body Tracking under Egomotion
In this paper, we address the problem of 3D articulated multi-person tracking in busy street scenes from a moving, human-level observer. In order to handle the complexity of multi-...
Stephan Gammeter, Andreas Ess, Tobias Jaeggli, Kon...
ICDM
2008
IEEE
224views Data Mining» more  ICDM 2008»
14 years 3 months ago
A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection
We introduce dynamic correlated topic models (DCTM) for analyzing discrete data over time. This model is inspired by the hierarchical Gaussian process latent variable models (GP-L...
Yang Song, Lu Zhang 0007, C. Lee Giles
TIT
2002
164views more  TIT 2002»
13 years 8 months ago
On the generalization of soft margin algorithms
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
John Shawe-Taylor, Nello Cristianini