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» Structured programming using processes
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149
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JMLR
2012
13 years 5 months 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
109
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WWW
2004
ACM
16 years 3 months ago
ResEval: a web-based evaluation system for internal medicine house staff
The evaluation and assessment of physicians-in-training (house staff) is a complex task. Residency training programs are under increasing pressure [1] to provide accurate and comp...
Henry J. Feldman, Marc M. Triola
153
Voted
SIGMOD
2004
ACM
165views Database» more  SIGMOD 2004»
16 years 2 months ago
Industrial-Strength Schema Matching
Schema matching identifies elements of two given schemas that correspond to each other. Although there are many algorithms for schema matching, little has been written about build...
Philip A. Bernstein, Sergey Melnik, Michalis Petro...
128
Voted
ASPLOS
2010
ACM
15 years 9 months ago
Addressing shared resource contention in multicore processors via scheduling
Contention for shared resources on multicore processors remains an unsolved problem in existing systems despite significant research efforts dedicated to this problem in the past...
Sergey Zhuravlev, Sergey Blagodurov, Alexandra Fed...
118
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ASPLOS
2006
ACM
15 years 8 months ago
Introspective 3D chips
While the number of transistors on a chip increases exponentially over time, the productivity that can be realized from these systems has not kept pace. To deal with the complexit...
Shashidhar Mysore, Banit Agrawal, Navin Srivastava...
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