# PDG-ML To-Do's

* 41.4.1 ... Kernel Machines .... not filled **[Kyle]**
* 41.4.2 ... Decision Trees ... not filled **[Kyle]**
* X.Y.Z ... Inductive bias ... proposed **[Kyle]**
* 41.4.3.10 ... ~~Recurrent neural network~~ ... done **[Kazu]**
* X.Y.Z. ... ~~self-attention and transformer~~ ... done **[Kazu]**
* 41.4.3.11 ... Graph networks and geometric deep learning ... rewrite w/ * latest reference geometric + graph w/ reference to all recent works (e.g. transformer) **[Kyle]**
* 41.5.1 ... Stochastic Gradient Descent ... modify and avoid KL example **[Uros]**
* 41.5.3 ... ~~Optimization algorithms~~ ... done **[Kazu,Uros]**
* 41.6 ... Uncertainty ... not filled, include domain shift **[Kyle,Uros]**
* ~~41.7 ... Applications ... to be dropped~~
* Read through the whole text, find mistakes + check consistency **[Kazu,Kyle,Uros]**
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