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
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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Smart vehicles: Supporting the safe mobility of drivers with dementia through innovative invehicle monitoring/driver assist systems
Oxley, J. (Primary Chief Investigator (PCI)), Koppel, S. (Chief Investigator (CI)), Charlton, J. (Chief Investigator (CI)), Fildes, B. (Chief Investigator (CI)), Brodtmann, A. (Chief Investigator (CI)), Collevecchio, A. (Chief Investigator (CI)), Stokes, K. (Partner Investigator (PI)), Darzins, P. J. (Partner Investigator (PI)), Morris, A. (Partner Investigator (PI)), Hogervorst, E. (Partner Investigator (PI)) & Babulal, G. (Partner Investigator (PI))
31/03/25 → 30/06/27
Project: Research
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Self-Interacting Random Walks
Collevecchio, A. (Primary Chief Investigator (PCI)), Garoni, T. (Chief Investigator (CI)) & Hamza, K. (Chief Investigator (CI))
14/02/23 → 13/02/26
Project: Research
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Replication-based variance measures for machine learning models - INT-0838
Amiet, B. (Primary Chief Investigator (PCI)) & Collevecchio, A. (Supervisor)
19/10/20 → 21/03/21
Project: Research
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Random walks with long memory
Collevecchio, A. (Primary Chief Investigator (PCI)), Garoni, T. (Chief Investigator (CI)), Hamza, K. (Chief Investigator (CI)), Cotar, C. (Partner Investigator (PI)) & Tarres, P. (Partner Investigator (PI))
ARC - Australian Research Council
1/05/18 → 1/05/22
Project: Research
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Finite Markov chains in statistical mechanics and combinatorics
Garoni, T. (Primary Chief Investigator (PCI)), Collevecchio, A. (Chief Investigator (CI)) & Markowsky, G. (Chief Investigator (CI))
ARC - Australian Research Council
2/01/14 → 31/12/17
Project: Research
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Gaussian Free Fields on the Hypercube
Collevecchio, A. & Griffiths, R., Jun 2025, In: Journal of Theoretical Probability. 38, 2, 14 p., 35.Research output: Contribution to journal › Article › Research › peer-review
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A Class of Non-Reversible Hypercube Long-Range Random Walks and Bernoulli Autoregression
Collevecchio, A. & Griffiths, R., Mar 2023, In: Journal of Theoretical Probability. 36, p. 623-645 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, R. C., 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
1 Citation (Scopus)
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AIM Day: Maths AI and Energy meet Industry @ Monash
Collevecchio, A. (Organiser), Garoni, T. (Organiser), Goodwin, S. (Organiser), Hamza, K. (Organiser) & Wagner, M. (Organiser)
3 Jun 2024Activity: Participating in or organising an event types › Contribution to workshop, seminar, course
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AIM Day: Maths AI and Energy meet Industry @ Monash
Collevecchio, A. (Organiser), Dargaville, R. (Organiser), Garoni, T. (Organiser), Goodwin, S. (Organiser), Hamza, K. (Organiser), Lilley, B. (Organiser), Wagner, M. (Organiser) & Xie, Y. (Organiser)
14 Nov 2024Activity: Participating in or organising an event types › Contribution to workshop, seminar, course
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United Nations AI for Good Global Summit
Batstone, J. (Contributor), Del Campo Marin, C. (Contributor), Marsden, C. (Contributor), Sumartojo, S. (Contributor), Paul, V. (Contributor), Kjeldskov, J. (Contributor) & Collevecchio, A. (Contributor)
4 Jul 2023 → 6 Jul 2023Activity: Community Talks, Presentations, Exhibitions and Events › Public lecture/debate/seminar