Machine Learning Fundamentals

Deep Metric Learning (DML) trains a neural network that represents input data (e.g. images or texts) as an n-dimensional vector such that similar input items are close together in embedding space, while dissimilar items are… more

Neural networks offer strong performance in many application areas, but their reasoning is difficult to follow due to their complexity. Through the desire to understand the decision process of complex neural networks, explainable… more