1034 search results - page 134 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
109
Voted
GECCO
2006
Springer
15 years 4 months ago
2006
Springer
Both genetic algorithms (GAs) and temporal difference (TD) methods have proven effective at solving reinforcement learning (RL) problems. However, since few rigorous empirical com...
96
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Markov logic networks (MLNs) combine logic and probability by attaching weights to first-order clauses, and viewing these as templates for features of Markov networks. Learning ML...
110
Voted
KDD
2004
ACM
16 years 28 days ago
2004
ACM
In this paper, we describe the development of a fielded application for detecting malicious executables in the wild. We gathered 1971 benign and 1651 malicious executables and enc...
95
Voted
ECML
2007
Springer
15 years 6 months ago
2007
Springer
We introduce a modified Kalman filter that performs robust, real-time outlier detection, without the need for manual parameter tuning by the user. Systems that rely on high quali...
86
Voted
ML
2000
ACM
15 years 9 days ago
2000
ACM
In this paper we present TDLEAF( ), a variation on the TD( ) algorithm that enables it to be used in conjunction with game-tree search. We present some experiments in which our che...