453 search results - page 7 / 91 » Information Theory, Inference, and Learning Algorithms |
86
Voted
KDD
2004
ACM
16 years 1 days ago
2004
ACM
Procedures for collective inference make simultaneous statistical judgments about the same variables for a set of related data instances. For example, collective inference could b...
119
Voted
ICML
2009
IEEE
16 years 14 days ago
2009
IEEE
We present an on-line learning framework tailored towards real-time learning from observed user behavior in search engines and other information retrieval systems. In particular, ...
90
Voted
ILP
2007
Springer
15 years 5 months ago
2007
Springer
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
124
Voted
WWW
2008
ACM
16 years 10 days ago
2008
ACM
Inferring an appropriate DTD or XML Schema Definition (XSD) for a given collection of XML documents essentially reduces to learning deterministic regular expressions from sets of ...
121
Voted
ICMLA
2010
14 years 9 months ago
2010
Quantum systems are promising candidates of future computing and information processing devices. In a large system, information about the quantum states and processes may be incomp...