Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning

Evgenii Tsymbalov, Sergei Makarychev, Alexander Shapeev +1

Active learning methods for neural networks are usually based on greedy criteria which ultimately give a single new design point for the evaluation. Such an approach requires eithe…