Have you ever heard about Active Learning in the context of Machine Learning? Well, I hadn't until I started my Master's thesis. In this post, you can find a poster I presented in UPNA's Artificial Intelligence Week 2023, where I explain what Active Learning is and how you can use it.

You can find the poster in the image below, and click it for the full-size poster in PDF format (yes, it's only in Spanish for now, sorry!).

In the introduction, you can get an idea of what Active Learning is and what scenarios it can be applied to. Then, I introduce the different methods that I chose to implement and compare when researching the state of the art. The next two sections are dedicated to presenting the experimental setup and experimental study I carried out. Finally, I present the conclusions I reached after the study and some future lines of work.

I hope you found the poster interesting and both concise and informative! If you have any questions, please feel free to contact me or check out the video where I explained my thesis in 3 minutes (in Spanish).