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ICML
1995
IEEE
14 years 3 months ago
Learning Collection FUsion Strategies for Information Retrieval
In this paper we describe an Information Retrieval problem called collection fusion. The collection fusion problem is to maximize the number of relevant natural language documents...
Geoffrey G. Towell, Ellen M. Voorhees, Narendra Ku...
ICML
1995
IEEE
14 years 3 months ago
Efficient Learning with Virtual Threshold Gates
Wolfgang Maass, Manfred K. Warmuth
ICML
1997
IEEE
14 years 3 months ago
Efficient Feature Selection in Conceptual Clustering
Feature selection has proven to be a valuable technique in supervised learning for improving predictive accuracy while reducing the number of attributes considered in a task. We i...
Mark Devaney, Ashwin Ram
EUROCOLT
1995
Springer
14 years 3 months ago
Stochastic complexity in learning
Jorma Rissanen
EUROCOLT
1995
Springer
14 years 3 months ago
The structure of intrinsic complexity of learning
Limiting identification of r.e. indexes for r.e. languages (from a presentation of elements of the language) and limiting identification of programs for computable functions (fr...
Sanjay Jain, Arun Sharma
EUROCOLT
1995
Springer
14 years 3 months ago
A decision-theoretic generalization of on-line learning and an application to boosting
k. The model we study can be interpreted as a broad, abstract extension of the well-studied on-line prediction model to a general decision-theoretic setting. We show that the multi...
Yoav Freund, Robert E. Schapire
EUROCOLT
1995
Springer
14 years 3 months ago
Function learning from interpolation
Martin Anthony, Peter L. Bartlett
WFLP
2000
Springer
148views Algorithms» more  WFLP 2000»
14 years 3 months ago
The Use of Functional and Logic Languages in Machine Learning
Abstract. Traditionally, machine learning algorithms such as decision tree learners have employed attribute-value representations. From the early 80's on people have started t...
Peter A. Flach