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» On the (limited) power of non-equivocation
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110
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JMLR
2006
106views more  JMLR 2006»
15 years 1 months ago
Stability Properties of Empirical Risk Minimization over Donsker Classes
We study some stability properties of algorithms which minimize (or almost-minimize) empirical error over Donsker classes of functions. We show that, as the number n of samples gr...
Andrea Caponnetto, Alexander Rakhlin
137
Voted
JNW
2006
86views more  JNW 2006»
15 years 1 months ago
Throughput and Delay Analysis of Unslotted IEEE 802.15.4
The IEEE 802.15.4 standard is designed as a low power and low data rate protocol offering high reliability. It defines a beaconed and unbeaconed version. In this work, we analyze t...
Benoît Latré, Pieter De Mil, Ingrid M...
ML
2008
ACM
15 years 1 months ago
Discovering significant patterns
Pattern discovery techniques, such as association rule discovery, explore large search spaces of potential patterns to find those that satisfy some user-specified constraints. Due...
Geoffrey I. Webb
JUCS
2006
86views more  JUCS 2006»
15 years 1 months ago
Secure Service Discovery based on Trust Management for ad-hoc Networks
Abstract: In ad-hoc networks, mobile devices communicate via wireless links without the aid of any fixed networking infrastructure. These devices must be able to discover services ...
Celeste Campo, Florina Almenárez Mendoza, D...
102
Voted
TCS
2008
15 years 1 months ago
Learning recursive functions: A survey
Studying the learnability of classes of recursive functions has attracted considerable interest for at least four decades. Starting with Gold's (1967) model of learning in th...
Thomas Zeugmann, Sandra Zilles