A bridging model for parallel computation
Communications of the ACM
STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing
From noise-free to noise-tolerant and from on-line to batch learning
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Journal of the ACM (JACM)
Some label efficient learning results
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Structural results about exact learning with unspecified attribute values
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Large margin classification using the perceptron algorithm
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Beating the hold-out: bounds for K-fold and progressive cross-validation
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Large Margin Classification Using the Perceptron Algorithm
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
A neuroidal architecture for cognitive computation
Journal of the ACM (JACM)
The Relaxed Online Maximum Margin Algorithm
Machine Learning
PAC Analogues of Perceptron and Winnow Via Boosting the Margin
Machine Learning
Exploiting random walks for learning
Information and Computation
Noise-tolerant learning, the parity problem, and the statistical query model
Journal of the ACM (JACM)
Information Processing Letters
The Robustness of the p-Norm Algorithms
Machine Learning
On approximating weighted sums with exponentially many terms
Journal of Computer and System Sciences
Efficient algorithms for online decision problems
Journal of Computer and System Sciences - Special issue: Learning theory 2003
On a theory of learning with similarity functions
ICML '06 Proceedings of the 23rd international conference on Machine learning
Toward Attribute Efficient Learning of Decision Lists and Parities
The Journal of Machine Learning Research
Noise Tolerant Variants of the Perceptron Algorithm
The Journal of Machine Learning Research
Proceedings of the 24th international conference on Machine learning
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Probably approximately correct learning
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Learning parities in the mistake-bound model
Information Processing Letters
Active learning using on-line algorithms
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Hierarchical Knowledge Gradient for Sequential Sampling
The Journal of Machine Learning Research
Learning hurdles for sleeping experts
Proceedings of the 3rd Innovations in Theoretical Computer Science Conference
Data dependent concentration bounds for sequential prediction algorithms
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Random projection, margins, kernels, and feature-selection
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Online Learning and Online Convex Optimization
Foundations and Trends® in Machine Learning
New analysis and algorithm for learning with drifting distributions
ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
Massive online teaching to bounded learners
Proceedings of the 4th conference on Innovations in Theoretical Computer Science
Sparsity regret bounds for individual sequences in online linear regression
The Journal of Machine Learning Research
Algorithms and hardness results for parallel large margin learning
The Journal of Machine Learning Research
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