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10:00 to 10:30 |
Registration |
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| Session 1: 1
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10:30 to 10:45 |
Welcome and Introduction to Prob_AI |
Paul Fearnhead (Lancaster University) |
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10:45 to 11:25 |
A discussion on Probabilistic AI, Large Models, and AI in Industry |
Zoubin Ghahramani (University of Cambridge), (Google DeepMind Technologies Limited) |
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11:25 to 12:00 |
Neural Networks From A Continuum Perspective |
Matthew Thorpe (University of Warwick) |
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12:00 to 13:00 |
Lunch |
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| Session 2: 2
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13:00 to 13:25 |
Machine Learning for Uncertainty Quantification in Earth-System Modelling |
Hannah Christensen (University of Oxford) |
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13:25 to 13:50 |
Scalable Bayesian Inference with Annealing Algorithms |
Saifuddin Syed (University of Oxford) |
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13:50 to 14:15 |
Bayesian Deep Learning for Galaxy Classification |
Anna Scaife (University of Manchester) |
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14:15 to 14:40 |
Graph-based Statistical Causality and Decision Making |
Silvia Chiappa (Google DeepMind Technologies Limited), (University College London) |
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14:40 to 15:30 |
Tea and Coffee Break |
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| Session 3: 3
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15:30 to 15:55 |
Physics-constrained Emulators |
Aretha Teckentrup (University of Edinburgh) |
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15:55 to 16:20 |
A Probabilistic View of the LLM Residual Stream |
James Hensman (Microsoft Research - Cambridge) |
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16:20 |
Plenary and Finish |
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