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JMLR
2012
12 years 11 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
ACL
2012
12 years 10 days ago
You Had Me at Hello: How Phrasing Affects Memorability
Understanding the ways in which information achieves widespread public awareness is a research question of significant interest. We consider whether, and how, the way in which th...
Cristian Danescu-Niculescu-Mizil, Justin Cheng, Jo...
TKDE
2012
199views Formal Methods» more  TKDE 2012»
12 years 9 days ago
Subscriber Assignment for Wide-Area Content-Based Publish/Subscribe
— We study the problem of assigning subscribers to brokers in a wide-area content-based publish/subscribe system. A good assignment should consider both subscriber interests in t...
Albert Yu, Pankaj K. Agarwal, Jun Yang
ESWS
2007
Springer
14 years 4 months ago
Towards a Semantic Wiki for Science
Collaborative work environments for scientific knowledge have many applications in research as well as in education. Such systems already exist (e.g. Wikipedia and PlanetMath), b...
Christoph Lange 0002
USENIX
2001
13 years 11 months ago
Page Replacement in Linux 2.4 Memory Management
While the virtual memory management in Linux 2.2 has decent performance for many workloads, it suffers from a number of problems. The first part of this paper contains a descripti...
Rik van Riel