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@@ -1196,6 +1196,24 @@ Please checkout the many resources we have starting with the [website](https://s
 .bold.center[Groups, libraries, and applications growing rapidly]
 ]
 
+---
+# Active Learning
+
+.kol-1-2.large[
+* Iterative procedure to actively collect new labelled data for an optimisation task
+* One or more new BSM parameter space points are selected and for each the upper limit on the BSM signal strength is evaluated
+* Regression on the signal strength upper limit in the multidimensional space
+* A new set of parameter space points are suggested for further analysis such that a sufficiently accurate exclusion contour may be obtained subject to some sampling budget constraints
+]
+.kol-1-2[
+<p style="text-align:center;">
+   <a href="https://indico.cern.ch/event/708041/contributions/3269754/">
+      <img src="figures/excursion-ACAT-2019.png"; width=100%>
+   </a>
+</p>
+.caption[[Active Learning for Excursion Set Estimation, ACAT 2019](https://indico.cern.ch/event/708041/contributions/3269754/)]
+]
+
 ---
 # References