Selective Sampling Using the Query by Committee Algorithm
Explanation-Based Learning and Reinforcement Learning: A Unified View
Malicious Omissions and Errors in Answers to Membership Queries
An Exact Probability Metric for Decision Tree Splitting and Stopping
Guest Editors' Introduction
A Bayesian/Information Theoretic Model of Learning to Learn via Multiple Task Sampling
Multitask Learning
CHILD: A First Step Towards Continual Learning
Shifting Inductive Bias with Success-Story Algorithm, Adaptive Levin Search, and Incremental Self-Improvement