(tentative plan)
| Date | Topic |
|---|---|
| 8.09 | Intro |
| 15.09 | Bayesian inference |
| 22.09 | Evidence |
| 29.09 | Technical meeting 1: project discussion |
| 7.10 | Complexity |
| 13.10 | Var. inference |
| 21.10 | Technical meeting 2: proof of concept discussion |
| 28.10 | Var. inference 2 |
| 4.11 | Diffusion + checkpoint (?) |
| 11.11 | Generative and discriminative models + checkpoint (?) |
| 18.11 | Graphical models |
| 25.11 | Technical meeting 3: overview |
| 2.12 | Gaussian processes and SSM |
| 9.12 | Technical meeting 4: final meeting, final scores |
(tentative plan)
Hyperparameter optimization (SMBO, Gradients), Structure selection, meta-optimization, multi-task, inductive bias, ensembles, latent space