<frame title="Intro">
        <list>
        <e>Motivation</e>
<l2st>
<e>AD is super important...</e>
<e>good AD = complicated models -> Many Parameters</e>
<e>Evaluation dependent on very few datapoints->Optimization impossible</e>
</l2st>
<e>Open Challenges</e>
<l2st>
<e>Evaluate without testing data</e>
<e>Formalisation of existing ideas</e>
<e>Numerical assessment of them</e>
</l2st>
<e>Contribution</e>
<l2st>
<e>Suggest new methods for AE</e>
<e>Compare methods on many datasets</e>
<e>Seperate into parameter and hyperparameter optimisation</e>
</l2st>
        </list>
        </frame>