Projects per year
Personal profile
Research interests
My research sits at the intersection of machine learning, discrete probability, and theoretical computer science. I am particularly interested in designing algorithms for network analysis that are simple, fast in practice, and that can be rigorously analysed.
Willing to supervise doctoral students
I'm willing to supervise students on a variety of topics related to network analysis and the theoretical foundations of machine learning. These include, for example, the design and analysis of algorithms for unsupervised and supervised learning on graphs.
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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Balanced Allocation Meets Queueing Theory
Zanetti, L. (PI)
Engineering and Physical Sciences Research Council
1/07/24 → 30/06/25
Project: Research council
Research output
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Cycle-free polytopal mesh sweeping for boltzmann transport
Calloo, A., Evans, M., Lockyer, H., Madiot, F., Pryer, T. & Zanetti, L., 2 May 2025, (E-pub ahead of print) In: Numerical Algorithms. 101, p. 2157–2180 24 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Percolation and localization: Sub-leading eigenvalues of the nonbacktracking matrix
Martin, J., Zanetti, L. & Rogers, T., 1 Oct 2025, In: Journal of Complex Networks. 13, 5, cnaf027.Research output: Contribution to journal › Article › peer-review
Open Access -
Wireless Network Topology Inference: A Markov Chains Approach
Martin, J., Pryer, T. & Zanetti, L., 1 Jul 2025, In: IEEE Open Journal of the Communications Society. 6, p. 5584 - 5598 15 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (SciVal) -
An analysis of Elo rating systems via Markov chains
Olesker-Taylor, S. & Zanetti, L., 13 Dec 2024, In: Advances in Neural Information Processing Systems. 37, 35 p.Research output: Contribution to journal › Conference article › peer-review
Open Access2 Link opens in a new tab Citations (SciVal) -
An iterative spectral algorithm for digraph clustering
Martin, J., Rogers, T. & Zanetti, L., 1 Apr 2024, In: Journal of Complex Networks. 12, 2, cnae016.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (SciVal)
Activities
- 1 Other academic event (organisation, presentation, attendance)
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Mixing Times and Applications
Zanetti, L. (Organiser)
16 Sept 2024 → 20 Sept 2024Activity: Academic conferences and events (excluding conference publications) › Other academic event (organisation, presentation, attendance)