I noticed that the link pointing to my phd thesis hosted on my University website is currently broken. I had the final version uploaded to overleaf. Unfortunately, overleaf seems to have introduced some limitations on the project size for the free version. So I just downloaded the files and recompiled the thesis with latexmk.

Anyway, the thesis explores several aspects of online convex optimization, including:

• Online Mirror Descent and its theoretical foundations
• Implicit updates and their applications in dynamic environments
• Parameter-free algorithms and adaptivity
• Learning with expert advice

You can download the full thesis here: PhD Thesis (PDF)

Title: Online Learning and Optimization

Institution: Università degli Studi di Milano, Dipartimento di Informatica

Academic Year: 2019-2020