talks

2023

2023

1. GlobalXAI

   Overview of Global Explainability Methods

   V. Gkolemis

   Mar 2023

   Abs Code Slides

   In this presentation, I present an overview (State of the Art, future challenges etc.) of the global explainability techniques. The talk was given at "NoBIAS – Artificial Intelligence without Bias" monthly colloqium series

2. FeatureEffect

   Feature Effect Methods and DALE

   V. Gkolemis

   Mar 2023

   Abs Code Slides

   In this presentation, I provide an overview of Feature Effect methods and I discuss future challenges. The talk was given at FUB Studying Group

2021

2021

1. BayesianInference

   Bayesian Inference and ROMC

   V. Gkolemis

   Nov 2021

   Abs Slides

   In this presentation, I give a brief introduction at the topics of (a) Bayesian Inference and (b) likelihood-free inference. On the latter, I focus on Robust Optimisation Monte Carlo (ROMC), the method I implemented as part of my MSc. at the the University of Edinburgh.