The 19th Learning and Intelligent Optimization conference is exploring the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems, and bringing together experts from these areas to discuss new ideas and methods, challenges and opportunities in various application areas, general trends and specific developments.