Optimal control
COLT '90 Proceedings of the third annual workshop on Computational learning theory
On-line learning of linear functions
STOC '91 Proceedings of the twenty-third annual ACM symposium on Theory of computing
An introduction to Kolmogorov complexity and its applications
An introduction to Kolmogorov complexity and its applications
Universal forecasting algorithms
Information and Computation
STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing
On-line learning with linear loss constraints
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
A randomization rule for selecting forecasts
Operations Research
The weighted majority algorithm
Information and Computation
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
The discovery of algorithmic probability: A guide for the programming of true creativity
EuroCOLT '95 Proceedings of the Second European Conference on Computational Learning Theory
A decision-theoretic generalization of on-line learning and an application to boosting
EuroCOLT '95 Proceedings of the Second European Conference on Computational Learning Theory
Tight worst-case loss bounds for predicting with expert advice
EuroCOLT '95 Proceedings of the Second European Conference on Computational Learning Theory
EXPONENTIATED GRADIENT VERSUS GRADIENT DESCENT FOR LINEAR PREDICTORS
EXPONENTIATED GRADIENT VERSUS GRADIENT DESCENT FOR LINEAR PREDICTORS
ON-LINE PREDICTION AND CONVERSION STRATEGIES
ON-LINE PREDICTION AND CONVERSION STRATEGIES
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Predicting a binary sequence almost as well as the optimal biased coin
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Using and combining predictors that specialize
STOC '97 Proceedings of the twenty-ninth annual ACM symposium on Theory of computing
Derandomizing stochastic prediction strategies
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Universal portfolios with and without transaction costs
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Universal Portfolios With and Without Transaction Costs
Machine Learning - Special issue: computational learning theory, COLT '97
Predicting nearly as well as the best pruning of a planar decision graph
Theoretical Computer Science
Structured Weight-Based Prediction Algorithms
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
Predicting Nearly as well as the best Pruning of a Planar Decision Graph
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
On-Line Algorithm to Predict Nearly as Well as the Best Pruning of a Decision Tree
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Tracking a Small Set of Experts by Mixing Past Posteriors
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Tracking the best linear predictor
The Journal of Machine Learning Research
ICML '06 Proceedings of the 23rd international conference on Machine learning
Prediction and change detection in sequential data for interactive applications
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Supermartingales in prediction with expert advice
Theoretical Computer Science
Mixability is bayes risk curvature relative to log loss
The Journal of Machine Learning Research
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