Projects per year
Personal profile
Biography
Andrea is Director of Research in the Monash Data Futures Institute. He is A/Prof in the School of Mathematics at Monash University.
After earning his PhD in Statistics (Purdue University) in 2004, A/Prof Collevecchio held several postdoc positions in Italy and Germany. In 2006, he became Assistant Professor at the Ca’Foscari University in Venice. He joined the school of Mathematics at Monash University in 2012. His research lies at the intersection of Probability, Analysis and Mathematical Physics. In particular, he is an expert in Reinforced Processes and Large Deviations.
Research area keywords
- probability
- statistical mechanics
- large deviations
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Self-Interacting Random Walks
Collevecchio, A., Garoni, T. & Hamza, K.
1/01/23 → 31/12/25
Project: Research
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Replication-based variance measures for machine learning models - INT-0838
Amiet, B. & Collevecchio, A.
19/10/20 → 21/03/21
Project: Research
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Random walks with long memory
Collevecchio, A., Garoni, T., Hamza, K., Cotar, C. & Tarres, P.
Australian Research Council (ARC)
1/05/18 → 1/05/22
Project: Research
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Finite Markov chains in statistical mechanics and combinatorics
Garoni, T., Collevecchio, A. & Markowsky, G.
Australian Research Council (ARC)
2/01/14 → 31/12/17
Project: Research
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A Class of Non-Reversible Hypercube Long-Range Random Walks and Bernoulli Autoregression
Collevecchio, A. & Griffiths, R., 2022, (Accepted/In press) In: Journal of Theoretical Probability. 23 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Limit theorems and ergodicity for general bootstrap random walks*
Collevecchio, A., Hamza, K., Shi, M. & Williams, R. J., 2022, In: Electronic Journal of Probability. 27, 22 p., 92.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Vertex-reinforced jump process on the integers with nonlinear reinforcement
Collevecchio, A., Nguyen, T. M. & Volkov, S., Aug 2022, In: Annals of Applied Probability. 32, 4, p. 2671-2705 35 p.Research output: Contribution to journal › Article › Research › peer-review
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A class of random walks on the hypercube
Collevecchio, A. & Griffiths, B., 2021, In and Out of Equilibrium 3: Celebrating Vladas Sidoravicius. Eulália Vares, M., Fernández, R., Renato Fontes, L. & Newman, C. M. (eds.). Cham Switzerland: Springer, Vol. 77. p. 265-298 34 p. (Progress in Probability; vol. 77).Research output: Chapter in Book/Report/Conference proceeding › Chapter (Book) › Research › peer-review
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A note on recurrence of the vertex reinforced jump process and fractional moments localization
Collevecchio, A. & Zeng, X., 5 May 2021, In: Electronic Journal of Probability. 26, 16 p., 63.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus)