Computational Learning Theory : Fourth European Conference
نویسنده
چکیده
Boosting is a general method for improving the accuracy of any given learning algorithm. Focusing primarily on the AdaBoost algorithm , we brieey survey theoretical work on boosting including analyses of AdaBoost's training error and generalization error, connections between boosting and game theory, methods of estimating probabilities using boosting, and extensions of AdaBoost for multiclass classiication problems. We also brieey mention some empirical work.
منابع مشابه
Special Issue on COLT 2007: Guest Editors’ Introduction
This special issue of Machine Learning is dedicated to the 20th Annual Conference on Learning Theory (previously known as the Conference on Computational Learning Theory), held in San Diego, CA, USA, June 13-15, 2007, as part of the 2007 Federated Computing Research Conference (FCRC). The authors of seven papers were invited to submit expanded versions of their conference papers. These papers t...
متن کاملA Theoretical Analysis of Context-based Learning Algorithms or Word Sense Disambiguation
1 This paper has been published on the Proceedings of ECAI 2000 Abstract. Word Sense Disambiguation (WSD) is a central task in the area of Natural Language Processing. In the past few years several context-based probabilistic and machine learning methods for WSD have been presented in literature. However, an important area of research that has not been given the attention it deserves is a forma...
متن کاملESEE 2017 Transformative learning: new directions in agricultural extension and education
ESEE 2015, Chania, GreeceConference dates: July 4 – 7, 2017Conference Theme: Transformative learning: new directions in agricultural extension and educationThe 23rd European Seminar on Extension (and) Education (ESEE) will be held in the MediterraneanAgronomic Institute of Chania, and hosted by the Lab. of Agricultural Extension, Rural Systems &Rural Sociology, Dept. of Agricultural Economics &...
متن کاملWork and Publications
s: Some of the original abstracts are reproduced almost without change and some with minor revision. The former cases are indicated by v.o., whereas the latter cases are indicated by rev. Common abbreviations (for the publication items) include: CCC: Annual IEEE Conference on Computational Complexity. COLT: Annual ACM Workshop on Computational Learning Theory. FOCS: Annual IEEE Symposium on Fou...
متن کاملThe European conference on computational biology.
Highlights from the first European Conference on Computational Biology (ECCB 2002), held in conjunction with the German Conference on Bioinformatics (GCB 2002), 6-9 October 2002, Saarbrücken, Germany.
متن کامل