How is machine learning being used in arts and creativity?

Nov 7, 2013 ... Machine learning is a form of parametric optimization whose links with information theory are clear thus evolving. The problem is that this link ... Dec 10, 2020 ... Information gain, or IG for short, measures the reduction in entropy or surprise by splitting a dataset according to a given value of a random variable. Our study suggests that machine learning techniques can assist in studying unstructured data that contain rich information and providing insights into finance ... Aug 30, 2024 ... It combined deep neural networks trained using reinforcement learning through self-play with the standard procedure of exhaustive and ... Committee-based sampling for training probabilistic classifiers. In Proceedings of the 12th International Conference on Machine Learning, pages 150–157,. 1995. PhD, Information, University of Michigan. Research focus: Trustworthy machine learning, regulatable machine learning; data-centric AI; machine learning on ... Dec 21, 2023 ... Artificial Intelligence (AI) works by simulating human intelligence through the use of algorithms, data, and computational power. The goal is to ... AI can automate repetitive tasks, improve decision-making processes, and enhance the accuracy and speed of data analysis. While the potential benefits are ... Generative Artificial Intelligence. AI Research Scientist; Machine Learning Engineer; Data Scientist; AI Product Manager; Ethics Consultant. Product Development. Jul 6, 2023 ... Reinforcement learning (RL) is indispensable for building intelligent decision-making agents. However, current RL algorithms suffer from ...