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JMLR
2012
13 years 15 days ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
DATE
2003
IEEE
112views Hardware» more  DATE 2003»
15 years 3 months ago
Automatic Generation of Simulation Monitors from Quantitative Constraint Formula
System design methodology is poised to become the next big enabler for highly sophisticated electronic products. Design verification continues to be a major challenge and simulat...
Xi Chen, Harry Hsieh, Felice Balarin, Yosinori Wat...
ASAP
2004
IEEE
124views Hardware» more  ASAP 2004»
15 years 1 months ago
Biosequence Similarity Search on the Mercury System
Biosequence similarity search is an important application in modern molecular biology. Search algorithms aim to identify sets of sequences whose extensional similarity suggests a c...
Praveen Krishnamurthy, Jeremy Buhler, Roger D. Cha...
WOB
2004
102views Bioinformatics» more  WOB 2004»
14 years 11 months ago
An Agent-Based System for Re-annotation of Genomes
Genome annotation projects may produce wrong results since they may be based on obsolete data or wrong models. This work aims to develop an automatic re-annotation system that use ...
Leonardo Vianna do Nascimento, Ana L. C. Bazzan
ICPR
2010
IEEE
15 years 1 months ago
Automatic Diagnosis of Masses by Using Level Set Segmentation and Shape Description
We present here an approach for automatic mass diagnosis in mammographic images. Our strategy contains three main steps. Firstly, region of interests containing mass and background...
Arnau Oliver, Albert Torrent, Xavier Llado, Joan M...