class: title-slide ## TA 3 Statistics and Machine Learning <br> .pull-left[ <div class="bottom"> <p> Sebastian Fischer</p> <p> LMU </p> </div> ] .pull-right[ ![](figures/MaRDI_Logo_Line.png) ] --- layout: true background-image: url(figures/MaRDI_Logo.png) background-position: 96.7% 4.3% background-size: 15% --- ### Work program of TA3 .yb[M3.1: Library of Curated Benchmark Datasets] .small[__Aim:__ provide _task-specific_ libraries of curated benchmark datasets following FAIR principles ] .yb[M3.2: Library of Statistical Analyses] .small[__Aim:__ provide exhaustive statistical analysis of the datasets from M3.1, which will be demos that connect the data to statistical methods] .yb[M3.3: Empirical Analysis of Machine Learning Experiments] .small[__Aim:__ provide (tools to analyze) results of benchmark experiments of the datasets from M3.1; summarize common pitfalls and list guideline to avoid those pitfalls] .yb[M3.4: Standards for Peer Review of Numerical Experimentation] .small[__Aim:__ establish standards for peer-review of numerical experiments as well as the software code with which the experiments are conducted] --- ### Library of --- ### Empirical Analysis --- ### CRAN --- class: inverse center, middle # Thanks!