2884 search results - page 281 / 577 » Evaluating learning algorithms and classifiers |
106
Voted
CGO
2009
IEEE
15 years 7 months ago
2009
IEEE
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
84
Voted
CCS
2009
ACM
15 years 7 months ago
2009
ACM
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
77
Voted
ICALT
2008
IEEE
15 years 7 months ago
2008
IEEE
The goal of this work is the design and construction of adaptive tutorials based on the application of algorithms for the automatic resolution of problems which can be used to aut...
122
click to vote
AIIA
2007
Springer
15 years 6 months ago
2007
Springer
The application of Reinforcement Learning (RL) algorithms to learn tasks for robots is often limited by the large dimension of the state space, which may make prohibitive its appli...
125
click to vote
ICAC
2006
IEEE
15 years 6 months ago
2006
IEEE
— As Internet worms become ever faster and more sophisticated, it is important to be able to extract worm signatures in an accurate and timely manner. In this paper, we apply mac...