Guest Editor's Introduction
Guest editor's introduction
The power of amnesia: Learning probabilistic automata with variable memory length
The Power of Amnesia: Learning Probabilistic Automata with Variable Memory Length
Classic Learning
Classic learning
Rigorous learning curve bounds from statistical mechanics
Rigorous Learning Curve Bounds from Statistical Mechanics
On the Limits of Proper Learnability of Subclasses of DNF Formulas
On the limits of proper learnability of subclasses of DNF formulas
Exploration Bonuses and Dual Control
Exploration bonuses and dual control
Using the Minimum Description Length Principle to Infer Reduced Ordered Decision Graphs
Using the minimum description length principle to infer reduced ordered decision graphs
PAC Learning of One-Dimensional Patterns
PAC learning of one-dimensional patterns
On-line prediction and conversion strategies
On-line Prediction and Conversion Strategies