Baptiste Abélès

Hi, I am a PhD student in Learning Theory at Universitat Pompeu Fabra in Barcelona. I am interested in Online Learning Theory and its connection with Statistical Learning Theory in particular in the setting of dependent data.

More specifically, I have been focusing on the use of Online Learning theoretical results to provide better statistical learning guarantees. My research interests also include: Bandits, PAC-Bayes, Graphs Theory, and more broadly learning theory.

I am supervised by Gergely Neu. You can reach out to me at: baptistabeles[at] gmail [dot] com.

CV  /  Google Scholar  / 

• 06/2025 - I have been accepted to MLSS Senegal, see you in M'bour!
• 05/2025 - Presentation of our paper "Online-to-PAC generalization bounds under graph-mixing dependencies" at AISTATS 2025 in Phuket, Thailand.
• 04/2025 - I will give a talk about online-to-PAC for Non-i.i.d. data at INRIA Paris.
• 02/2025 - Presentation of our paper "Generalization bounds for mixing processes via delayed online-to-PAC conversions" at ALT 2025 in Milan, Italy.
show more
10/2024 - I will go to EWRL in Toulouse, see you there!
09/2024 - MALT is back 20 years later, and it is happening in Barcelona!
07/2024 - I am attending MARL Summer School in Lausanne, Switzerland.