CORR
2010
Springer
13 years 7 months ago
2010
Springer
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
The problem of finding "small" sets that meet every straight-line which intersects a given convex region was initiated by Mazurkiewicz in 1916. We call such a set an opa...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
Cyclic coordinate descent is a classic optimization method that has witnessed a resurgence of interest in machine learning. Reasons for this include its simplicity, speed and stab...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
Simulations of weighted tree automata (wta) are considered. It is shown how such simulations can be decomposed into simpler functional and dual functional simulations also called f...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
: In a heterogeneous, dynamic environment, like Grid, post-mortem analysis is of no use and data needs to be collected and analysed in real time. Novel techniques are also required...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
: This paper presents the overall design of a multi-agent framework for improving the performance of an application executing in a distributed environment. The multi-agent framewor...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
Incorporating probabilities into the semantics of incomplete databases has posed many challenges, forcing systems to sacrifice modeling power, scalability, or treatment of relatio...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
CORR
2010
Springer
13 years 7 months ago
2010
Springer
Most P2P VoD schemes focused on service architectures and overlays optimization without considering segments rarity and the performance of prefetching strategies. As a result, the...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
Recent studies have shown that the majority of today's internet traffic is related to Peer to Peer (P2P) traffic. The study of bandwidth in P2P networks is very important. Bec...