Dezible

Welcome to Dezible, where I will share my findings on the topic of Explainable AI

And who am I?

And why do I want to talk about this topic?

My name is Aditya Bhardwaj and am currently a PhD candidate at University of Twente - you can find me here through LinkedIn profile

I am deeply interested in following the progress in the area of XAI (yes, that is the term for eXplainable AI), specially in the methods of evaluating such XAI models.

What is the goal?

As I am starting to go through academic research for my PhD, I realized that there is a lack of systemized knowledge on XAI. There might a lot of resources on this topic, but are present sparsely.

The goal is to collect and organize the literature, with a focus on practical adoption of XAI and the challenges it faces. I will also focus on implementing such methods and sharing it as open-source code.

Next steps

I will take a systematic approach where I update this site as I learn more. The aim is to share and cite the relevant research papers along with the code.