1025 search results - page 36 / 205 » Constraint Programming for Data Mining and Machine Learning |
119
click to vote
COLT
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. We study the problem of learning partitions using equivalence constraints as input. This is a binary classification problem in the product space of pairs of datapoints. ...
109
click to vote
ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
The problem of obtaining the maximum a posteriori (map) estimate of a discrete random field is of fundamental importance in many areas of Computer Science. In this work, we build ...
109
click to vote
BMCBI
2010
15 years 2 months ago
2010
Background: In the last decade, biochemical studies have revealed that epigenetic modifications including histone modifications, histone variants and DNA methylation form a comple...
136
Voted
PPOPP
2009
ACM
16 years 2 months ago
2009
ACM
The efficient mapping of program parallelism to multi-core processors is highly dependent on the underlying architecture. This paper proposes a portable and automatic compiler-bas...
131
click to vote
TNN
2010
14 years 8 months ago
2010
We propose a multiple incremental decremental algorithm of Support Vector Machine (SVM). Conventional single incremental decremental SVM can update the trained model efficiently w...