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» Investigating human-computer optimization
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144
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ICML
2004
IEEE
15 years 9 months ago
Learning a kernel matrix for nonlinear dimensionality reduction
We investigate how to learn a kernel matrix for high dimensional data that lies on or near a low dimensional manifold. Noting that the kernel matrix implicitly maps the data into ...
Kilian Q. Weinberger, Fei Sha, Lawrence K. Saul
106
Voted
WMPI
2004
ACM
15 years 9 months ago
Memory coherence activity prediction in commercial workloads
Abstract. Recent research indicates that prediction-based coherence optimizations offer substantial performance improvements for scientific applications in distributed shared memor...
Stephen Somogyi, Thomas F. Wenisch, Nikolaos Harda...
125
Voted
ATAL
2004
Springer
15 years 8 months ago
A Study of Limited-Precision, Incremental Elicitation in Auctions
We investigate the design of iterative, limited-precision mechanisms for single-good auctions with dominant strategy equilibria. Our aim is to design mechanisms that minimize the ...
Alexander Kress, Craig Boutilier
110
Voted
BPM
2004
Springer
119views Business» more  BPM 2004»
15 years 8 months ago
A Workflow-Oriented System Architecture for the Management of Container Transportation
In this paper, we introduce a workflow-oriented system architecture for the processing of client requests (CRs) for container transportation. In the context of multi-transfer conta...
Sarita Bassil, Rudolf K. Keller, Peter G. Kropf
140
Voted
DSMML
2004
Springer
15 years 8 months ago
Can Gaussian Process Regression Be Made Robust Against Model Mismatch?
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...
Peter Sollich