GUEST EDITOR'S FOREWORD
On the Learnability and Usage of Acyclic Probabilistic Finite Automata
A Game of Prediction with Expert Advice
Prediction, Learning, Uniform Convergence, and Scale-Sensitive Dimensions
Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance
Learning with Unreliable Boundary Queries
Covering Cubes by Random Half Cubes, with Applications to Binary Neural Networks