Paulito Palmes

Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization

Optimizing a machine learning (ML) pipeline has been an important topic of AI and ML. Despite recent progress, pipeline optimization remains a challenging problem, due to potentially many combinations to consider as well as slow training and validation. We present the BLDS algorithm for optimized al…