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Contributions to deep learning using a mathematical approach: improved model uncertainty, certified robust models, and faster training of Neural ODEs
Presenter
- Adam Oberman
October 5, 2020
IPAM
High-dimensional omics data analysis with missing values
Presenter
- Anru Zhang
September 10, 2020
IAS
Experimental Evaluation of Computer-Assisted Human Decision Making: A Missing Data Approach
Presenter
- Kosuke Imai
September 8, 2020
IAS
Deterministics Mean Field Games with control on the acceleration
Presenter
- Paola Mannucci
May 4, 2020
IPAM
The joint power of deterministic and Bayesian approaches for seismic inverse problems
Presenter
- Yunan Yang
April 22, 2020
IPAM
Active learning and experimental design - who should we test?
Presenter
- Eldad Haber
April 21, 2020
IPAM
A Lyapunov analysis for accelerated gradient methods: From deterministic to stochastic case
Presenter
- Maxime Laborde
April 20, 2020
IPAM
Probabilistic max-plus schemes for solving Hamilton-Jacobi-Bellman equations
Presenter
- Marianne Akian
April 3, 2020
IPAM