This letter proposes an efficient Decoupled Optimization Algorithm (DOA) to address a class of regression problems commonly encountered in signal processing, system identification, and machine ...

Conventional regression algorithms like linear regression, polynomial regression are applied along with ensemble algorithms like Decision Tree Regressor, AdaBoost Regressor, Random Forest Regressor, ...

The school will focus on modern approaches to creating and manipulating large data sets. We will introduce a range of machine learning techniques for processing data: classification algorithms ...

Algorithm 1. PI BB: Policy Improvement with Black Box combined with ProMPs. The PI BB approach optimizes a distribution of ProMP weights based on the user rewards. The functionality of the algorithm ...