Giulio Filippi

University of Cambridge

Year 1 :

Vectors and Matrices
Analysis I
Differential Equations
Probability
Groups
Vector Calculus
Coding Theory

Year 2 :

Linear Algebra
Groups Rings and Modules
Analysis II
Complex Analysis
Quantum Mechanics
Metric and Topological Spaces
Markov Chains

Year 3 :

Principles of Statistics
Graph Theory
Automata and Formal Languages
Number Theory
Quantum Information and Computing
Coding and Cryptography
Topics in Analysis
Logic and Set Theory

UCL

Year 1 :

Supervised Learning
Unsupervised Learning
Approximate Inference
Reinforcement Learning
Kernel Theory / Learning Theory
Deep Learning
Natural Language Processing
Affective Computing and Human Robot interaction
Bioinformatics

Unofficial publications

• Msc Thesis - Predicting graph labellings in online learning, 2019 (link)
• Symmusic: A new paradigm for music theory, 2020 (link)
• Entanglement in Peano Arithmetic, 2021 (link)

Industry publications

• Local Law 144: A Critical Analysis of Regression Metrics, 2022 (link)
• Intersectional Fairness: A Fractal Approach, 2022 (link)

Refereed Publications in Journals and Conference Proceedings

• Lateralised memory networks may explain the use of higher-order visual features in navigating insects, PLOS Comp Biol, 2025 (link)