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» Continuous Optimization of Hyper-Parameters
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ICMCS
2005
IEEE
112views Multimedia» more  ICMCS 2005»
15 years 10 months ago
Rate-Distortion Optimized Packet Scheduling Over Bottleneck Links
The loss and delay experienced by packets travelling along an Internet network path are mainly governed by the characteristics of a bottleneck link, such as available data rate an...
Jacob Chakareski, Pascal Frossard
ISQED
2002
IEEE
126views Hardware» more  ISQED 2002»
15 years 9 months ago
Formulae for Performance Optimization and Their Applications to Interconnect-Driven Floorplanning
As the process technology advances into the deep submicron era, interconnect plays a dominant role in determining circuit performance. Buffer insertion/sizing and wire sizing are ...
Nicholas Chia-Yuan Chang, Yao-Wen Chang, Iris Hui-...
IDEAL
2009
Springer
15 years 2 months ago
Optimizing Data Transformations for Classification Tasks
Many classification algorithms use the concept of distance or similarity between patterns. Previous work has shown that it is advantageous to optimize general Euclidean distances (...
José María Valls, Ricardo Aler
125
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ICML
2000
IEEE
16 years 5 months ago
A Nonparametric Approach to Noisy and Costly Optimization
This paper describes Pairwise Bisection: a nonparametric approach to optimizing a noisy function with few function evaluations. The algorithm uses nonparametric reasoning about si...
Brigham S. Anderson, Andrew W. Moore, David Cohn
FOIKS
2008
Springer
16 years 1 months ago
Cost-minimising strategies for data labelling : optimal stopping and active learning
Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$...
Christos Dimitrakakis, Christian Savu-Krohn