Machine Learning - Special issue on context sensitivity and concept drift
Relative Loss Bounds for Multidimensional Regression Problems
Machine Learning
Some Formal Analysis of Rocchio's Similarity-Based Relevance Feedback Algorithm
Information Retrieval
General Convergence Results for Linear Discriminant Updates
Machine Learning
PAC Analogues of Perceptron and Winnow Via Boosting the Margin
Machine Learning
A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Evidence that Incremental Delta-Bar-Delta Is an Attribute-Efficient Linear Learner
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Some Formal Analysis of Roccio's Similarity-Based Relvance Feedback Algorithm
ISAAC '00 Proceedings of the 11th International Conference on Algorithms and Computation
Multiplicative Adaptive Algorithms for User Preference Retrieval
COCOON '01 Proceedings of the 7th Annual International Conference on Computing and Combinatorics
Experiments with Projection Learning
DS '02 Proceedings of the 5th International Conference on Discovery Science
A Second-Order Perceptron Algorithm
COLT '02 Proceedings of the 15th Annual Conference on Computational Learning Theory
Multiple-Instance Learning of Real-Valued Geometric Patterns
Annals of Mathematics and Artificial Intelligence
An introduction to boosting and leveraging
Advanced lectures on machine learning
Online learning of linear classifiers
Advanced lectures on machine learning
Tracking the best linear predictor
The Journal of Machine Learning Research
A new approximate maximal margin classification algorithm
The Journal of Machine Learning Research
Path kernels and multiplicative updates
The Journal of Machine Learning Research
On approximating weighted sums with exponentially many terms
Journal of Computer and System Sciences
Toward Attribute Efficient Learning of Decision Lists and Parities
The Journal of Machine Learning Research
On the complexity of Rocchio's similarity-based relevance feedback algorithm
Journal of the American Society for Information Science and Technology
Prototype classification: Insights from machine learning
Neural Computation
Distributed learning with data reduction
Transactions on computational collective intelligence IV
An analysis of linear weight updating algorithms for text classification
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
COLT'06 Proceedings of the 19th annual conference on Learning Theory
On the complexity of rocchio's similarity-based relevance feedback algorithm
ISAAC'05 Proceedings of the 16th international conference on Algorithms and Computation
COLT'05 Proceedings of the 18th annual conference on Learning Theory
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