Program
Conference Program (Tuesday, 26 March 2024)
08:45 - 09:30:
Prof. Dr. Damir Filipović
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Kernel density machines
09:30 - 10:15:
Prof. Dr. Lyudmila Grigoryeva
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Reservoir kernels and Volterra series
10:15 - 10:45:
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Coffee Break
10:45 - 11:30:
Dr. Lukas Gonon
- Expressivity of random/quantum neural networks
11:30 - 12:15:
Prof. Dr. Christa Cuchiero
- Global universal approximation of functional input maps on weighted spaces
12:15 - 13:45:
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Lunch Break
13:45 - 14:30:
Prof. Dr. Thorsten Schmidt
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Regulation of Artificial Intelligence
14:30 - 15:15:
Prof. Dr. Eduardo Abi Jaber
- Deep pricing with quantization hints: joint SPX-VIX calibration with Gaussian Polynomial Models
15:15 - 15:45:
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Coffee Break
15:45 - 16:30:
Prof. Dr. Arnulf Jentzen
- Overcoming the curse of dimensionality: from nonlinear Monte Carlo to the training of neural networks
16:30 - 17:15:
Prof. Dr. Josef Teichmann
- Machine Learning for Ergodic Robust optimal growth Problems
