2024 Workshop
AstroAI Workshop 2024
2024 program directory
Meet the voices that shaped the workshop
Explore the keynote perspectives and focused research talks from five days of shared learning at the intersection of AI and astrophysics.
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- Keynotes
- 4
- Spotlights
Big-picture perspectives
Keynote speakers
Keynote Joshua Speagle AI SpAI with My (Little?) AI: Applications of Statistical Learning in Modern Astrophysics Keynote Melanie Weber Geometric Machine Learning and Applications in the Sciences Keynote Tamara Broderick An Automatic Finite-Sample Robustness Check: Can Dropping a Little Data Change Conclusions? Keynote Yuan-Sen Ting Expediting Astronomical Discovery with Large Language Models: Progress, Challenges, and Future Directions
Focused ideas
Spotlight speakers
Spotlight Aizhan Akhmetzhanova Data Compression and Inference in Cosmology with Self-Supervised Machine Learning Spotlight Carol Cuesta-Lazaro Big data cosmology meets AI Spotlight Gemma Zhang Accelerating astrophysical data analysis with machine learning Spotlight Laura Domine Multi-modal generalized class discovery for scalable autonomous all-sky surveys