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» Continuous Optimization of Hyper-Parameters
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PKDD
2009
Springer
174views Data Mining» more  PKDD 2009»
15 years 10 months ago
Active and Semi-supervised Data Domain Description
Data domain description techniques aim at deriving concise descriptions of objects belonging to a category of interest. For instance, the support vector domain description (SVDD) l...
Nico Görnitz, Marius Kloft, Ulf Brefeld
ICASSP
2008
IEEE
15 years 9 months ago
A GIS-like training algorithm for log-linear models with hidden variables
Conditional Random Fields (CRFs) are often estimated using an entropy based criterion in combination with Generalized Iterative Scaling (GIS). GIS offers, upon others, the immedi...
Georg Heigold, Thomas Deselaers, Ralf Schlüte...
ICPP
2008
IEEE
15 years 9 months ago
Resource Allocation for Distributed Streaming Applications
—We consider resource allocation for distributed streaming applications running in a grid environment, where continuously streaming data needs to be aggregated and processed to p...
Qian Zhu, Gagan Agrawal
INFOCOM
2008
IEEE
15 years 9 months ago
Association Control in Mobile Wireless Networks
—As mobile nodes roam in a wireless network, they continuously associate with different access points and perform handoff operations. However, these handoffs can potentially incu...
Minkyong Kim, Zhen Liu, Srinivasan Parthasarathy 0...
ISVLSI
2008
IEEE
158views VLSI» more  ISVLSI 2008»
15 years 9 months ago
Improving Energy Efficiency of Configurable Caches via Temperature-Aware Configuration Selection
Active power used to be the primary contributor to total power dissipation of CMOS designs, but with the technology scaling, the share of leakage in total power consumption of dig...
Hamid Noori, Maziar Goudarzi, Koji Inoue, Kazuaki ...