Project assignment. Deadline: 22.09, 21.00. MIND THE DEADLINE
(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 |
| 20.10 | Technical meeting 2: proof of concept discussion |
| 27.10 | Var. inference 2 |
| 3.11 | Diffusion |
| 10.11 | Generative and discriminative models |
| 17.11 | Graphical models |
| 24.11 | Technical meeting 3: overview |
| 1.12 | Gaussian processes and SSM |
| 8.12 | Technical meeting 4: final meeting, final scores |
(tentative plan)
Hyperparameter optimization (SMBO, Gradients), Structure selection, meta-optimization, multi-task, inductive bias, ensembles, latent space