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ICML
2010
IEEE
15 years 7 months ago
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
Niranjan Srinivas, Andreas Krause, Sham Kakade, Ma...
JCIT
2008
112views more  JCIT 2008»
15 years 6 months ago
On the design of metric relations
Metric distances and the more general concept of dissimilarities are widely used tools in instance-based learning methods and very especially in the nearestneighbor classification...
Lluís Belanche, Jorge Orozco
ICDAR
2011
IEEE
14 years 6 months ago
Objective Function Design for MCE-Based Combination of On-line and Off-line Character Recognizers for On-line Handwritten Japane
—This paper describes effective object function design for combining on-line and off-line character recognizers for on-line handwritten Japanese text recognition. We combine on-l...
Bilan Zhu, Jinfeng Gao, Masaki Nakagawa
DT
2000
76views more  DT 2000»
15 years 6 months ago
Collection and Analysis of Microprocessor Design Errors
Research on practical design verification techniques has long been impeded by the lack of published and yet detailed error data. Over the last few years we have systematically coll...
David Van Campenhout, Trevor N. Mudge, John P. Hay...
ETS
2000
IEEE
126views Hardware» more  ETS 2000»
15 years 6 months ago
Different (Key)strokes for Different Folks: Designing online venues for professional communities
Educational on-line resources are expanding in their application beyond delivering courses to providing venues in which members of professional communities of practice meet to exc...
Liwana S. Bringelson, Tom Carey