CLeaR (Causal Learning and Reasoning) 2025
Event details
| Date | 07.05.2025 › 09.05.2025 |
| Hour | 08:45 › 12:30 |
| Speaker | Prof. David M. Blei, Prof. Erin Evelyn Gabriel, Prof. Elias Bareinboim |
| Location | |
| Category | Conferences - Seminars |
| Event Language | English |
Causality is a fundamental notion in science and engineering. In the past few decades, some of the most influential developments in the study of causal discovery, causal inference, and the causal treatment of machine learning have resulted from cross-disciplinary efforts. In particular, a number of machine learning and statistical analysis techniques have been developed to tackle classical causal discovery and inference problems. On the other hand, the causal view has been shown to be able to facilitate formulating, understanding, and tackling a number of hard machine learning problems in transfer learning, reinforcement learning, and deep learning.
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Practical information
- Informed public
- Registration required
Organizer
- Negar Kiyavash, Jin Tian
Contact
- Negar Kiyavash, Sadegh Khorasani, Angela Devenoge