Dr Borja De Balle Pigem

Honorary Researcher

Research Overview

Mis research focuses on the design and analysis of machine learning algorithms for structured data like sequences, trees, and graphs. On the theoretical side, my goal is to advance our understanding of the foundations of data science by identifying essential trade-offs between statistical and computational efficiency. On the applied side, my interests are focused on reinforcement learning and natural language processing. Beyond mainstream machine learning, I am also interested in adjacent areas like automata theory, streaming algorithms, and data privacy.