Marc Deisenroth and Cheng Soon Ong
07 December 2020, NeurIPS 2020 tutorial NeurIPS link
An introduction to integration and differentiation
Draft notes covering the same topics as the videos below will be available on arxiv soon.
Video on slideslive
One single playlist
- Overview video
- Introduction to Integration video slides
- Numerical Integration video slides
- Monte Carlo Integration video slides
- Normalizing Flows video slides
- Inference in Time Series video slides
- Backpropagation and Automatic Differentiation video slides
- Forward Backward Algorithm video slides
- Implicit Function Theorem video slides
- Method of Adjoints video slides
- Method of Lagrange video slides
- Stochastic Gradient Estimators video slides
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