The first talk on each day is 30+5', the other talks are 15+5'. Time is UK time. 9am UK = 6pm Korea.
Monday November 15 | ||
09:00 | Seyong Kim & Gert Aarts | Opening |
09:10 | Tim Davis | Modelling galaxy kinematics with self-supervised, physics-aware, Bayesian neural networks |
09:45 | Ian James Watson | Machine learning for particle physics |
10:05 | Hwidong Yoo | Quantum machine learning on CMS Open Data for new physics search |
10:25 | Tonicha Crook | A computability perspective on (verified) Machine Learning |
10:45 | Discussion | |
11:00 | Closing |
Tuesday November 16 | ||
09:00 | Maurice Van Putten | Rejuvenation in delayed gravitational collapse to GW170817 |
09:35 | Maciej Glowacki | End-to-end deep learning at the LHC experiments |
09:55 | Hyunsoo Kim | Machine Learning in Large Water Cherenkov Detector |
10:15 | Reyer Zwiggelaar | ML at the interface of Computer Science and medical images |
10:35 | Cristiano Sabiu | Machine learning and Big Data applications in cosmological analyses |
10:55 | Discussion | |
11:00 | Closing |
Wednesday November 17 | ||
09:00 | Markus Mueller | Classical and quantum Machine Learning for error correction |
09:35 | Sophie Sadler | Explainability in graph-based Machine Learning and social network analysis |
09:55 | Donghun Lee | Knowledge gradient: A partial recipe for interpretable Reinforcement Learning |
10:15 | Yongsun Kim | Potential application of neural network for TPC track reconstruction |
10:35 | Discussion | Next steps, future meetings |
11:00 | Closing |