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JMLR
2012
13 years 2 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
TON
2012
13 years 2 days ago
A Transport Protocol to Exploit Multipath Diversity in Wireless Networks
Abstract—Wireless networks (including wireless mesh networks) provide opportunities for using multiple paths. Multihoming of hosts, possibly using different technologies and prov...
Vicky Sharma, Koushik Kar, K. K. Ramakrishnan, Shi...
TON
2012
13 years 2 days ago
A Game-Theoretic Approach to Anonymous Networking
—Anonymous wireless networking is studied when an adversary monitors the transmission timing of an unknown subset of the network nodes. For a desired quality of service (QoS), as...
Parvathinathan Venkitasubramaniam, Lang Tong
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OOPSLA
2007
Springer
15 years 3 months ago
Living in the comfort zone
A comfort zone is a tested region of a system’s input space within which it has been observed to behave acceptably. To keep systems operating within their comfort zones, we advo...
Martin C. Rinard
JMM2
2007
96views more  JMM2 2007»
14 years 9 months ago
Software Watermarking Resilient to Debugging Attacks
Abstract— In 2006, Gaurav Gupta and Josef Pieprzyk presented an attack on the branch-based software watermarking scheme proposed by Ginger Myles and Hongxia Jin in 2005. The softw...
Gaurav Gupta, Josef Pieprzyk