Research output per year
Research output 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Geometric bounds on the fastest mixing Markov chain
Zanetti, L., 2022.Research output: Contribution to conference › Poster
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Geometric Bounds on the Fastest Mixing Markov Chain
Olesker-Taylor, S. & Zanetti, L., 25 Jan 2022, p. 109:1 . 1 p.Research output: Contribution to conference › Abstract › peer-review
Open Access -
Geometric Bounds on the Fastest Mixing Markov Chain
Olesker-Taylor, S. & Zanetti, L., 10 Nov 2021, (Submitted) arXiv, p. 1-31, 31 p. (Probability Theory and Related Fields).Research output: Working paper / Preprint › Preprint
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Hermitian matrices for clustering directed graphs: insights and applications
Cucuringu, M., Li, H., Sun, H. & Zanetti, L., 31 Dec 2020, In: Proceedings of Machine Learning Research. 108, p. 983-992 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access13 Citations (SciVal) -
Random walks on randomly evolving graphs
Cai, L., Sauerwald, T. & Zanetti, L., 31 Dec 2020, Structural Information and Communication Complexity: SIROCCO 2020. Richa, A. & Scheideler, C. (eds.). Springer, Cham; Fondazione C.I.M.E., Florence, p. 111-128 18 p. (Lecture Notes in Computer Science; vol. 12156).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
2 Citations (SciVal)