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Seminar Giorgia CALLEGARO
by Antonello Pesce 03 Apr '25

03 Apr '25

Dear all, On APRIL 16th, at the Department of Mathematics of the University of Bologna and online at this LINK <https://teams.microsoft.com/l/meetup-join/19:meeting_ZDIwNjRlNjMtMGYzMi00NT…>, the following seminar will take place: 11:00-12:00: Giorgia CALLEGARO “CYBER-SECURITY INVESTMENT STRATEGIES IN A STOCHASTIC GORDON-LOEB MODEL WITH ATTACKS CLUSTERING” as part of the cycle Stochastics and Applications. The abstract is available at https://seminari.dm.unibo.it/mat/seminars/2025/04/16/giorgia-callegaro <https://seminari.dm.unibo.it/mat/seminars/2025/04/16/giorgia-callegaro> For any question, please contact the organizers: Elena Bandini (elena.bandini7(a)unibo.it <mailto:elena.bandini7@unibo.it>), Antonello Pesce (antonello.pesce2(a)unibo.it <mailto:antonello.pesce2@unibo.it>)

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2-year postdoc position in Padova - deadline April, 15
by Tiziano Vargiolu 03 Apr '25

03 Apr '25

Please circulate among all the potential interested people. ------------------------- INdAM (Istituto Nazionale di Alta Matematica) invites applications for a two-years postdoctoral position in probability and applications (MATH-03/B). The successful candidate is expected to integrate the group of probability and mathematical finance of the Department of Mathematics of the University of Padova. The call (in Italian) is available here: https://www.altamatematica.it/progetti-pnrr/ Research topics of the group include: - Statistical mechanics: interacting particle systems, disordered systems, random matrices and graphs, percolation, Gaussian models of statistical mechanics (Gaussian free fields, spin glasses), models for life sciences. - Markov chains: ergodic behavior of Markov chains, cut-off phenomena, queueing theory and stochastic networks. - Stochastic control theory and mean-field games: Chaos propagation, infinite-dimensional Hamilton Jacobi equations, Nash equilibria, controlled McKean-Vlasov dynamics, filtering problems, Schrödinger bridges. - Stochastic algorithms and machine learning: Sinkhorn algorithm for entropic transport, score-based generative models, flow matching algorithms. - Finance: Volterra, fractional and Hawkes processes. Control problems and stochastic games in finance. Numerical probability. Applications: (rough) volatility models, interest rate models, models for energy markets and for the optimal management of renewable sources, cybersecurity, insurance problems. Please note the short deadline for applications (April 15). The gross yearly salary is 40.000 euros. Interested candidates can contact the members of the probability and math finance team in Padova: https://www.math.unipd.it/en/research/research-areas/mathematics/probabilit… Tiziano -------------------------------------------------------------------------- Tiziano Vargiolu Dipartimento di Matematica Phone: +39 049 8271383 Universita' di Padova Fax: +39 049 8271428 Via Trieste, 63 E-mail: vargiolu(a)math.unipd.it I-35121 Padova (Italy) WWW: http://www.math.unipd.it/~vargiolu --------------------------------------------------------------------------

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BioInference2025 (28-30th May, Bardonecchia, Italy) - Registration now open
by Enrico Bibbona 03 Apr '25

03 Apr '25

Dear all, registrations are now open for the 4th BioInference conference (https://bioinference.github.io/2025/), which is taking place in Bardonecchia, a town in the Alps near Turin, Italy, on the 28th-30th May 2025. Launched in 2022, BioInference aims to bring together researchers from across statistics and mathematical modelling who work with (broadly defined/intended) biological systems, to foster discussions and prompt collaborations between the two communities at all career stages. If you would like to attend the conference, please sign up by the 14th April (tickets are limited and on a first come first served basis) at https://bioinference.github.io/registration<https://bioinference.github.io/registration/> Note that the registration is considered completed and successful only after having paid the €185 registration fee (covering three lunches, all coffee breaks and one dinner) and the accommodation fee (which is highly recommended, but not mandatory). May is the low season in Bardonecchia, so most of the hotels are closed. However, we secured single and double rooms in two partner hotels, Hotel Rivè<https://www.hotelrive.it/> and Hotel Cà Fiore<https://www.cafiore.it/>, 100m apart, to favour further networking among participants, at a discounted price of • 108€ per night (with breakfast, single occupancy) * 160€ per night (with breakfast, double occupancy). These rooms need to be booked at the time of the registration, paying the cost in advance, by specifying the number of nights you need the booking for. If you wish to look for alternative accommodation (possible but not recommended), you can then select the option "Registration only" on the registration page, being aware of the low availability. Please make sure to have your Italian “Codice Fiscale” (VAT number) or your passport number at the time of registration. The conference will consist of contributed talks and poster sessions, with more than 20 talks and 30 poster presentations. The three day schedule and the full list of poster presentations can be found at https://bioinference.github.io/2025/, while a list of confirmed talks include: * Jennifer Asimit (University of Cambridge MRC Biostatistics Unit) - TBC * Veronica Biancacci (Vrije Universiteit Brussel) - Physics-Informed model-based reinforcement learning for pandemic mitigation * Margherita Bruno (CentraleSupélec-Université Paris-Saclay) - Inferring the acquisition age of JAK2-V617F mutation in MPN patients from phylogenetic data and an ABC-SMC model selection procedure * Alberto Cassese (University of Florence) - Bison - Bi-clustering of spatial omics data with feature selection * Andrea Corbetta (Human Technopole) - Genetics helps determine differences in response to statin treatment: analysis on short and long-term low-density lipoprotein cholesterol trajectories * Diego di Bernardo (Telethon Institute of Genetics and Medicine) - TBC * Andrew Golightly (Durham University) - Accelerating Bayesian inference for stochastic epidemic models using incidence data * Henrik Häggström (Chalmers University) - Simulation-based inference for stochastic nonlinear mixed-effects models with applications in systems biology * Ferdinando Insalata (Imperial College London) - Mutational signatures of deterministic and noise-induced evolutionary mechanisms * Hetvi Jethwani (Imperial College London) - The role of rare somatic mtDNA mutations in proliferative tissue aging * Zhana Kuncheva (Bioxcelerate AI) - TBC * Anastasia Mantziou (University of Warwick) - Bayesian model-based clustering for populations of network data * Antonietta Mira (Universita’ della Svizzera Italiana) - TBC * Yoav Ram (Tel Aviv University) - Quantifying Cultural Evolution Using Population Genetic Methods * Hélène Ruffieux (University of Cambridge) - A Bayesian functional factor model for high-dimensional molecular curves * Davide Risso (University of Padova) - TBC * Jaromir Sant (University of Turin) - Inference of genome-wide genealogical relationships between ancient and modern individuals * Florian Schunck (Osnabrück University) - Modeling the Bigger Picture: Hierarchical Approaches for Integrating Diverse Toxicological Data in Mechanistic Models * Nicholas Steyn (University of Oxford) - SMC methods for epidemic renewal models * Ben Swallow (University of St Andrew's) - TBC * Jonasz Słomka (ETH Zurich) - TBC * Simone Tiberi (University of Bologna) - IsoBayes: a Bayesian approach for single-isoform proteomics inference More information, e.g. travel funding for early career researchers, practical information on how to get to Bardonecchia, etc. is available on the conference webpage https://bioinference.github.io/2025/ We are looking forward to seeing you at BioInference2025 in Bardonecchia. Enrico Bibbona Associate Professor of Statistics Probability, Statistics and Optimization group Department of Mathematical Sciences "G. L Lagrange" Politecnico di Torino [Immagine che contiene testo, Carattere, schermata, logo Descrizione generata automaticamente] --

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07.04--11.04: Mini-course Schmidt-Hieber at Tor Vergata
by Michele Salvi 03 Apr '25

03 Apr '25

Dear all, From the 7th until the 11th of April, RoMaDS <https://www.mat.uniroma2.it/~rds/events.php> will host <https://jschmidthieber.personalweb.utwente.nl/> <https://jschmidthieber.personalweb.utwente.nl/>Johannes Schmidt-Hieber <https://jschmidthieber.personalweb.utwente.nl/> (University of Twente) with the mini-course Statistical theory of deep learning The schedule is as follows: Mon 14:00-16:30, Wed 14:00-16:30, Fri 14:00-16:30. All lectures will be held in Aula Dal Passo in the Math Department of university of Rome, Tor Vergata. Here is the program for the three lectures: Lecture 1. Intro and theory for shallow networks Perceptron convergence theorem Universal approximation theorem Approximation rates for shallow neural networks Barron spaces Lecture 2. Theory for deep networks Advantages of additional hidden layers Deep ReLU networks Misclassification error for image deformation models Lecture 3. Theory of gradient descent in machine learning Optimization in machine learning Weight balancing phenomenon Analysis of dropout Benign overfitting Grokking We encourage in-person partecipation. Should you be unable to come, here is the link to the Teams streaming: https://teams.microsoft.com/l/meetup-join/19%3arfsL73KX-fw86y1YnXq2nk5VnZFw…"Tid"%3a"24c5be2a-d764-40c5-9975-82d08ae47d0e"%2c"Oid"%3a"650fc4a8-4cec-4bd2-87bc-90d134074fe6"} <https://teams.microsoft.com/l/meetup-join/19%3arfsL73KX-fw86y1YnXq2nk5VnZFw…> The seminars are part of the Excellence Project MatMod@TOV.

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[CfP] - Special Session on High Performance Computing for AI-driven Genomics - CIBB 2025
by Lorenzo Di Rocco 03 Apr '25

03 Apr '25

[Apologies if you receive multiple copies of this CfP] =================================================================== Special Session on High Performance Computing for AI-driven Genomics @ CIBB 2025 =================================================================== Call for Papers =================================================================== September 10 - 12, 2025, Milan, Italy Conference Website: https://www.bioinformatics.polimi.it/CIBB2025/#special-tracks =================================================================== Aims and Scope: ------------------------------------------------------------------------------ The growing availability of genomic data represents both a vast resource and a significant computational challenge. This enormous volume of data provides valuable insights into the DNA structure of organisms. However, processing a massive amount of genomic sequences demands substantial computational power. High-Performance Computing (HPC) infrastructures have become pivotal for efficiently exploring, analyzing, and interpreting large genomic collections, enhancing advancements across all fields of computational genomics. Moreover, GPU-accelerated computing enables highly parallelized operations, significantly improving the efficiency of deep learning models, large-scale sequence alignments, and genomic simulations. This special session aims to bring together researchers working at the intersection of deep learning, High-Performance Computing (HPC), including GPU-accelerated computing, alongside genomic data modeling and analysis. By focusing on the integration of advanced computational techniques with genomic research, the session fosters collaboration and innovation in developing new methodologies for tackling the challenges posed by large-scale genomic datasets. ------------------------------------------------------------------------------ Topics of Interest: ------------------------------------------------------------------------------ - Deep Learning for Genomic Data Modeling - Generative Models for Synthetic Genomes Generation - Computer Vision Integration in Computational Genomics - Modeling Genome and Pangenome Large-Scale Graphs with Graph Neural Networks - Leveraging Large Language Models (LLMs) in Genomic Data Science - Explainable AI in Genomics: Methods and Applications - High-Performance Computing for Scalable Genomic Workflows ------------------------------------------------------------------------------ Special Session Organizers: ------------------------------------------------------------------------------ Ilaria Billato, University of Padova, Italy Riccardo Ceccaroni, Sapienza University of Rome, Italy Emanuel Di Nardo, University of Naples Parthenope, Italy Lorenzo Di Rocco, Sapienza University of Rome, Italy Umberto Ferraro Petrillo, Sapienza University of Rome, Italy ------------------------------------------------------------------------------ Important Dates: ------------------------------------------------------------------------------ - Short paper submission: April 30, 2025 - Acceptance/rejection notification: June 23-30, 2025 - Camera-ready short paper submission: July 6, 2025 - Conference: September 10 - 12, 2025 ------------------------------------------------------------------------------ Proceedings: ------------------------------------------------------------------------------ Submitted contributions will be peer-reviewed, and all accepted papers presented at the conference will be invited to submit extended versions for publication in the Springer Lecture Notes in Bioinformatics (LNBI) or a selected top bioinformatics journal. ------------------------------------------------------------------------------ Lorenzo Di Rocco Postdoctoral Researcher Department of Statistical Sciences La Sapienza - University of Rome P.le Aldo Moro, 5 00185 - Rome, Italy e-mail: lorenzo.dirocco(a)uniroma1.it

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Workshop: Stochastic equations and particle systems
by Gustavo Posta 03 Apr '25

03 Apr '25

This is the final announcement for the Workshop STOCHASTIC EQUATIONS AND PARTICLE SYSTEMS 7–9 April 2025, Istituto Nazionale di Alta Matematica “Francesco Severi” ---- Schedule---- Monday, April 7 09:00 Registration 09:45 Xue-Mei Li – TBA 10:30 Coffee break 11:00 Neill O’Connell – Discrete Whittaker processes 11:45 Max-Konstantin von Renesse – TBA 12:30 Lunch break 14:15 Federico Cornalba – Numerical aspects for stochastic PDEs of Fluctuating Hydrodynamics 14:45 Francesco Grotto – Stochastic transport models of turbulence 15:15 Vlad Mărgărint – A bridge between Random Matrix Theory and Schramm-Loewner Evolutions Theory Tuesday, April 8 09:00 Nils Berglund – Renormalisation and sharp asymptotics for metatable transition times in stochastic Allen-Cahn equations 09:45 Benjamin Gess – Gradient flow structures and large deviations for porous media equations 10:30 Coffee break 11:00 Lorenzo Zambotti – Reflected, Skew or Bessel SPDEs and stochastic sewing 11:45 Patrícia Gonçalves – TBA 12:30 Lunch break 14:15 Kirone Mallick – An exact solution of the macroscopic fluctuation theory for symmetric exclusion 15:00 Karl-Theodor Sturm – Conformally invariant random geometry in dimensions n>2 Wednesday, April 9 09:00 Benoit Dagallier – Uniqueness of the invariant measure of the phi42 dynamics in infinite volume 09:45 Marco Romito – TBA 10:30 Coffee break 11:00 Davide Gabrielli – Solvable Stationary Non Equilibrium States 11:45 Arnaud Debussche – From correlated to white transport noise in fluid models --------- Please visit the site https://www1.mat.uniroma1.it/people/bertini/seps/ for further information. Participation is free, due to the limited space of the lecture room registration is however mandatory. The organizers, L. Bertini L. Dello Schiavo G. Di Gesu' G. Jona-Lasinio ---------------------------------------------------------------- Gustavo Posta Dipartimento di Matematica Università di Roma "la Sapienza" P.le A. Moro 2, 00185 Roma Italy web: http://www1.mat.uniroma1.it/~posta e-mail: gustavo.posta(a)uniroma1.it phone: +39-06-4991-4969 -----------------------------------------------------------------

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Postdoc Opportunity: Prestigious EU funding in Financial Machine Learning
by Juho Kanniainen (TAU) 03 Apr '25

03 Apr '25

Hi, We are looking for ambitious researchers interested in applying for the highly competitive and respected Marie Skłodowska-Curie Postdoctoral Fellowship (MSCA) in the field of Financial Machine Learning / Financial Data Science. 👉 https://marie-sklodowska-curie-actions.ec.europa.eu/actions/postdoctoral-fe… Several postdocs I’ve supervised have successfully secured MSCA funding, including Dr. Anubha Goel<https://www.linkedin.com/in/anubha-goel-3255b042/> and Dr. Mateusz Wilinski<https://www.linkedin.com/in/mateusz-wilinski-b5128b51/>. ✅ Do you have PhD with a strong publication record in machine learning, statistics, applied mathematics, or financial econometrics and excellent programming skills? A background in financial market research is not required, but is considered an advantage. ✅ Are you ready to work hard for a chance to receive one of Europe’s most prestigious research fellowships under my supervision in Data Science Research Centre<https://www.tuni.fi/en/research/data-science-research-centre> at Tampere University<https://www.tuni.fi/en/about-us/tampere-university>, Finland<https://en.wikipedia.org/wiki/Finland>. If yes, I’d be happy to hear from you: 📩 juho.kanniainen(a)tuni.fi<mailto:juho.kanniainen@tuni.fi> Please include MSCA2025 First Name Last Name in the subject line of your email. See more at: https://www.tuni.fi/en/research/research-tampere-university/msca-postdoctor… Best regards, Juho Kanniainen -- Juho Kanniainen Professor, PhD Quantitative Finance Tampere University Computing Sciences/Data Science Group for Financial Computing and Data Analytics<https://www.tuni.fi/en/research/financial-computing-and-data-analytics> Kalevantie 4, 33100 Tampere Mobile: +358 40 707 4532<tel:+358407074532> E-mail: juho.kanniainen(a)tuni.fi<mailto:juho.kanniainen@tuni.fi> Web: www.sites.google.com/site/juhokanniainen<http://www.sites.google.com/site/juhokanniainen> Google Scholar: https://scholar.google.fi/citations?user=xsOyQN4AAAAJ&hl=fi&oi=ao Zoom: https://tuni.zoom.us/j/7352280151

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Post-doc position in Bielefeld
by Ferrari, Giorgio 02 Apr '25

02 Apr '25

Dear Colleagues, I forward the following advertisement with pleasure. Best wishes, Giorgio Ferrari %%%%%% A postdoctoral position is available in Project B3 (Numerical Approximation of Stochastic PDEs and Stochastic Games) within the Collaborative Research Center 1283 (https://www.sfb1283.uni-bielefeld.de/) at Bielefeld University. We seek a candidate with a PhD in Mathematics and expertise in numerics, theory, or control of nonlinear (stochastic) partial differential equations. The project covers a range of research topics, making the position suitable for candidates with expertise in one or more of these areas. The initial contract will run until January 2026, with the possibility of extension for up to four years total. For further details, please contact Prof. Dr. Lubomir Banas, banas(a)math.uni-bielefeld.de

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PhD Positions at the University of Warwick
by AMORINO, CHIARA 02 Apr '25

02 Apr '25

Dear Colleagues, I am pleased to share with you the advert below for PhD positions. With kind regards, Chiara Amorino Fully-funded PhD positions to start in October 2025 are available at the University of Warwick. Successful applicants would work with Dr. Tom Berrett on ERC-funded project HeDiStat: Statistical theory and methodology for the combination of heterogeneous and distributed data. Please see the advert ( https://www.jobs.ac.uk/job/DME519/phd-studentship-in-statistical-theory-and…) for more details. There is also a separate possibility of a fully-funded PhD position joint between Warwick and Cergy, Paris, working with Dr. Tom Berrett (Warwick) and Prof. Olga Klopp (ESSEC, Paris). Successful applicants would split their time between the two institutions and benefit from increased international connections. The topic of this project is methodology and theory for causal inference and missing data problems. The application deadline is at the end of the month so please get in touch with tom.berrett(a)warwick.ac.uk or olga.klopp(a)math.cnrs.fr as soon possible for more details.

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5th Spring Colloquium on Probability and Finance - Padova - 19 April 2024
by Claudio Fontana 02 Apr '25

02 Apr '25

Dear all, We are glad to announce the 5TH SPRING COLLOQUIUM ON PROBABILITY AND FINANCE, held at the Department of Mathematics "Tullio Levi-Civita" of the University of Padova, on APRIL 19TH, 2024. The Colloquium will bring together researchers in stochastic analysis and mathematical finance. The workshop will start at 10am and end at 5pm. Attendance is free but registration is required (on the conference website). Please note that, due to the small capacity of the conference room, we will be able to host only a limited number of attendees. WEBSITE: https://events.math.unipd.it/SpringColloquium5 INVITED SPEAKERS: - Eduardo ABI JABER (École Polytechnique, FR) - Huy Ngoc CHAU (University of Manchester, UK) - Giulia DI NUNNO (University of Oslo, NR) - Roxana DUMITRESCU (King's College London, UK) - David SKOVMAND (University of Copenhagen, DK) - Luca TASCHINI (University of Edinburgh, UK) We hope to see you in Padova! Best wishes, Giorgia Callegaro and Claudio Fontana

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