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Carlo Ciliberto at Tor Vergata 03.12
by Michele Salvi 26 Nov '24

26 Nov '24

Dear all, On Tuesday, December 3rd, at 14h00 in Aula Dal Passo of Tor Vergata Math Department, RoMaDS (https://www.mat.uniroma2.it/~rds/events.php) will host Carlo Ciliberto (University College London) with the seminar “Operator World Models for Reinforcement Learning” Abstract: Policy Mirror Descent (PMD) is a powerful and theoretically sound methodology for sequential decision making. However, it is not directly applicable to Reinforcement Learning (RL) due to the inaccessibility of explicit action-value functions. We address this challenge by introducing a novel approach based on learning a world model of the environment using conditional mean embeddings. Leveraging tools from operator theory we derive a closed-form expression of the action-value function in terms of the world model via simple matrix operations. Combining these estimators with PMD leads to POWR, a new RL algorithm for which we prove convergence rates to the global optimum. Preliminary experiments in finite and infinite state settings support the effectiveness of our method. 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 seminar is part of the Excellence Project MatMod@TOV.

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BAYSM 2025: Abstract submission
by filippo ascolani 26 Nov '24

26 Nov '24

The junior section of the International Society for Bayesian Analysis (j-ISBA) is thrilled to announce that the Bayesian Young Statisticians Meeting (BAYSM) 2025 will be held online from 7-11 April 2025. BAYSM is the official conference of j-ISBA and provides a platform for early career researchers in Bayesian statistics to present their work and engage with the Bayesian community as a whole. We are especially excited about our lineup of keynote speakers: Samuel Livingstone (UCL), Julia Palacios (Stanford), Fernando Quintana (UC Chile), Surya Tokdar (Duke), and Stéphanie van der Pas (Amsterdam UMC). We invite contributions from early career researchers on a wide range of topics related to Bayesian theory, methods, and applications. Abstract submissions are now open and will close on January 15, 2025. Don't miss this opportunity to showcase your research, network with peers and senior members of our community, and receive valuable feedback on your work. All details for abstract submission can be found on the conference website: https://baysm2025.github.io/. We look forward to your participation and contributions to BAYSM 2025! For any questions, please write to baysm2025(a)gmail.com. Best regards, the BAYSM 2025 Organizing Committee Filippo Ascolani Jordan Bryan Beatrice Franzolini Matteo Giordano Beniamino Hadj-Amar

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Workshop Volterra Processes and their Application, Padova, 16-17 Dicembre 2024
by Stefania Ottaviano 23 Nov '24

23 Nov '24

Dear all, It is our pleasure to announce the following workshop: *Volterra Processes and their Applications* that will be hosted by the Department of Mathematics "Tullio Levi-Civita" of the University of *Padova*, on *December 16 - 17, 2024*. The workshop aims to provide an exploration of recent advances and possible developments in stochastic Volterra processes and their diverse applications across fields. The workshop also aims to motivate discussion among participants, both leading experts in the field and young researchers, to outline new research directions in this topic. Please use the following link for more information on the (tentative) scientific program and to register for the event https://events.math.unipd.it/Volterra/home There is the possibility of attending the workshop *remotely via Zoom*. Registration is not mandatory, but it is kindly requested for organizational reasons. *Speakers:* * Fabio ANTONELLI (University of L'Aquila) * Giacomo ASCIONE (University of Napoli Federico II, Scuola Superiore Meridionale) * Giorgia CALLEGARO (University of Padova) * Marco MASTROGIOVANNI (University of L'Aquila) * Yuliya MISHURA (Kyiv National University, Ukraine & Mälerdalen University, Sweden) * Beatrice ONGARATO (University of Padova) * Tiziano VARGIOLU (University of Padova) Thank you for your consideration. The organizers, Stefania Ottaviano and Tiziano Vargiolu -- ------------------------------------- Ph.D. Stefania Ottaviano Dipartimento di Matematica Università di Padova E-mail: stefania.ottaviano(a)unipd.it

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Call for Papers: IFIP Performance 2025 (Amsterdam, Nov 11-14, 2025)
by Zocca, A. (Alessandro) 22 Nov '24

22 Nov '24

Dear colleagues, We are excited to announce the call for papers for the IFIP Performance 2025 conference, which will take place at Centrum Wiskunde & Informatica (CWI)<https://www.cwi.nl/en/> in Amsterdam from November 11 to 14, 2025. This conference aims to bring together researchers interested in understanding and improving the performance of communication systems through state-of-the-art quantitative models and solution techniques. The conference website is now live at https://performance2025.sciencesconf.org/. Over the coming weeks, we will update it with detailed information on keynotes, tutorials, workshops, and logistical arrangements. Paper format and topics of interest We invite submissions of research papers that focus on performance-oriented methodologies and their application to various domains. We accept the submission of original and unpublished work in two categories: * Regular papers: Up to 20 pages (excluding references). * Short papers: Up to 10 pages (excluding references). Key areas of interest include, but are not limited to: * Methodologies: Analytical modeling, resource allocation, optimization, machine learning, statistical analysis, simulation, anomaly detection, sustainability analysis, and system performance monitoring. * Application areas: Artificial intelligence and machine learning platforms, blockchain technologies, cloud and edge computing, high-performance computing, cyber-physical systems, IoT, smart grids, social networks, data centers, quantum computing, wireless networks, and privacy and security systems. For a comprehensive list of topics and submission guidelines, please refer to the online call for papers<https://performance2025.sciencesconf.org/resource/page/id/1>. Important dates * Submission site opens: May 1, 2025 * Abstract submission deadline: May 25, 2025 * Full paper submission deadline: June 1, 2025 * Notification to authors: July 30, 2025 Publication options Accepted regular papers will be published in a special Performance Evaluation (PEVA) issue by default, with an extended abstract included in ACM Performance Evaluation Review (PER). Alternatively, authors may opt out of PEVA and choose an expedited review in ACM Transactions on Modeling and Performance Evaluation of Computer Systems (ToMPECS), Queueing Systems: Theory and Applications (QUESTA), or Stochastic Models. We look forward to your submissions and contributions! Best regards, Alessandro Zocca (on behalf of the IFIP Performance 2025 organizers)

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Fwd: assegno di ricerca - Unina e Intesa Sanpaolo Vita e Assicura, PNRR Ecoscoring
by Elvira Di Nardo 22 Nov '24

22 Nov '24

Ricevo ed inoltro. Elvira ************************************************************ Carissim*, vi annuncio che è uscito il bando per un assegno di ricerca post-laurea in area Metodi Matematici dell’Economia e delle Scienze Attuariali e Finanziarie presso il Dipartimento di Scienze Politiche della Federico II, destinati a laureati in una delle classi LM16, LM40, LM56, LM77, LM82, LM83. Il termine per la presentazione delle domande è il 12 Dicembre; le attività dovrebbero partire subito (colloquio il 18 Dicembre, per cominciare dal primo Gennaio 2025) http://www.unina.it/documents/11958/63671196/SPOL_AR_PNRR-172024-STAT-01A_B… Aggiungo che l'assegno è finanziato nell'ambito del PNRR - Spoke 9 dal Centro Nazionale sull'High performance computing, ed è inerente ad un progetto con Intesa Sanpaolo Vita e Assicura sull'Ecoscoring. Vi prego di segnalare questa opportunità a potenziali interessati. Grazie in anticipo per la collaborazione e buon lavoro. Rosaria Simone -- Associate Professor in Statistics Department of Political Science University of Naples Federico II - Italy rosaria.simone(a)unina.it https://www.docenti.unina.it/rosaria.simone -- %------------------------------------------------------- Elvira Di Nardo Dept. Mathematics "G. Peano" University of Torino Via Carlo Alberto 10 10123 Torino, Italia tel. +39 0116702862 fax +39 0116702878 www.elviradinardo.it *https://sites.google.com/view/elviradinardo <https://sites.google.com/view/elviradinardo>* %-------------------------------------------------------

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Workshop On Randomness and Discrete Structures (Groningen, April 7-9, 2025)
by Réka Szabó 22 Nov '24

22 Nov '24

Dear Colleagues, We are pleased to announce the Workshop On Randomness and Discrete Structures (WORDS 2025) 7-9 April 2025 University of Groningen, the Netherlands The workshop will explore various topics related to discrete structures and randomness, including but not limited to percolation, random graphs, and stochastic geometry. The program will feature presentations from the 9 keynote speakers below, as well as contributed talks. - Timothy Budd (Radboud University) - Nicolas Curien (Université Paris-Sud) - Daniel Dadush (Utrecht University) - Zakhar Kabluchko (University of Münster) - Júlia Komjáthy (Delft University of Technology) - Irène Marcovici (Université de Rouen Normandie) - Giovanni Peccati (University of Luxembourg) - Wioletta Ruszel (Utrecht University) - Clara Stegehuis (Twente University) For more information and registration, please visit our website: https://sites.google.com/rug.nl/words2025/home The registration deadline is February 28, 2025. We encourage junior researchers to propose a contributed talk. We look forward to seeing you in Groningen! Best regards, Tobias Müller, Réka Szabó and Gilles Bonnet

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Workshop a Piacenza - Managing meteorological risk: crossroads between insurance, statistics, and finance - 17 e 18 dicembre 2024
by Enrico Moretto 22 Nov '24

22 Nov '24

Nei giorni 17 (pomeriggio) e 18 (mattino) dicembre 2024 si terrà presso la sede di Piacenza dell'Università Cattolica del Sacro Cuore il workshop Managing meteorological risk: crossroads between insurance, statistics, and finance Il workshop ha lo scopo di mettere in contatto ricercatori e practitioners il cui ambito di lavoro e ricerca è la gestione del rischio meteorologico. Gli invited speaker sono: Silvana Stefani - Università Cattolica del Sacro Cuore and Silkway Network - The Silkway Network: a virtual framework to exchange real knowledge Fred Espen Benth - University of Oslo – Recent advances on weather risk and weather derivatives Guglielmo D’Amico - Università di Chieti e Pescara - Spatial distribution of a risk, premium principles and inequalities Luigi Mariani - Università di Brescia - Meteorology - Methods of observation, networks and data sources Giuliano Piovesan - Revo Insurance - Parametric policies: from product design to actuarial pricing in the context of climate change Sono previste ulteriori sessioni. Per partecipare e/o per poter presentare un proprio lavoro si prega di inviare una mail all'indirizzo email crossroadsworkshop2024(a)gmail.com La partecipazione è gratuita. La lista completa degli speaker sarà pubblicata nel sito: https://sites.google.com/view/cross-roads-2024-workshop/ Si allega la call for contribution. Gli organizzatori Alessandra Mainini, Enrico Moretto e Ahmad Naimzada -- Enrico Moretto Dipartimento di Economia, Metodi Quantitativi e Strategie di Impresa Università di Milano-Bicocca stanza 3057 - edificio U6 Piazza dell'Ateneo Nuovo, 1 - 20126 Milano Pagina personale:https://www.unimib.it/enrico-moretto Stanza virtuale Webex:https://unimib.webex.com/meet/enrico.moretto

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BISP14 - The 14th International Workshop on BAYESIAN INFERENCE IN STOCHASTIC PROCESSES
by ELISA VARINI 22 Nov '24

22 Nov '24

CALL FOR PAPERS for the 14th International Workshop on BAYESIAN INFERENCE IN STOCHASTIC PROCESSES (BISP14) CNR-IMATI, Milano, Italy, May 26-28, 2025 CNR-IMATI (Institute of Applied Mathematics and Information Technologies of the Italian National Research Council) is organising BISP14 at the CNR Research Area in Via Alfonso Corti 12, Milano, Italy. The webpage of BISP14 is https://bisp14.imati.cnr.it/ The invited speakers include Nicolas Bianco, François-Xavier Briol, David Dunson, Augusto Fasano, Beatrice Franzolini, Sylvia Frühwirth-Schnatter, Dani Gamerman, José Miguel Hernández-Lobato, Bernardo Nipoti, and Elizaveta Semenova. There are two special invited sessions: one organised by Beatrice Franzolini on behalf of j-ISBA (the ISBA junior section) and another on “Deep Neural Network and process priors for Bayesian inference” organised by Stefano Favaro. The series of BISP workshops started in 1998 and it has been held every other year since 2001. The workshop will provide an opportunity to review, discuss and explore directions of development of Bayesian Inference in Stochastic Processes. Theoretical and applied contributions are both welcome. BISP14 is endorsed by ISBA (International Society for Bayesian Analysis), ISI (International Statistical Institute), and SIS (Italian Statistical Society). BISP14 will be followed (May 28 (afternoon) – 30) by the Eighth workshop on Games and Decisions in Reliability and Risk (GDRR) to be held in Milano at Bocconi University. See https://dec.unibocconi.eu/8GDRR IMPORTANT DEADLINES: – 19 November 2024: Start of registration and abstracts' submission (details on the website) – 1 February 2025: Start of payments (details sent to registered persons) – 2 February 2025: Deadline for abstracts' submission – 16 February 2025: Decision on acceptance – 6 April 2025: Deadline for early registration fee (compulsory for presenters) For information, please leave your contacts clicking on the KEEP ME INFORMED button in the BISP14 home page Best regards, Fabrizio Ruggeri and Elisa Varini Chairs, Scientific and Organising Committees

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BISP14 - The 14th International Workshop on BAYESIAN INFERENCE IN STOCHASTIC PROCESSES
by Elisa Varini 22 Nov '24

22 Nov '24

CALL FOR PAPERS for the 14th International Workshop on BAYESIAN INFERENCE IN STOCHASTIC PROCESSES (BISP14) CNR-IMATI, Milano, Italy, May26-28, 2025 CNR-IMATI (Institute of Applied Mathematicsand Information Technologies of the ItalianNational ResearchCouncil) isorganisingBISP14 atthe CNR ResearchAreain Via Alfonso Corti 12, Milano,Italy. The webpageof BISP14 ishttps://bisp14.imati.cnr.it/ The invitedspeakers includeNicolas Bianco, François-Xavier Briol, David Dunson, Augusto Fasano, Beatrice Franzolini, Sylvia Frühwirth-Schnatter, Dani Gamerman, José Miguel Hernández-Lobato,Bernardo Nipoti,and ElizavetaSemenova. Thereare twospecial invitedsessions: one organisedby Beatrice Franzolini onbehalf of j-ISBA (the ISBA junior section) and another on “Deep Neural Network and process priors for Bayesian inference”organisedby StefanoFavaro. The series of BISP workshops started in 1998 and it has been held every otheryearsince2001. The workshop willprovidean opportunityto review, discussand exploredirectionsof developmentof BayesianInferencein StochasticProcesses.Theoreticaland appliedcontributionsare bothwelcome. BISP14 isendorsedby ISBA (International Society for BayesianAnalysis), ISI(International Statistical Institute),and SIS(ItalianStatistical Society). BISP14 willbe followed(May28 (afternoon) – 30) by the Eighthworkshopon Games and Decisionsin Reliability and Risk (GDRR) to be heldin MilanoatBocconi University. See https://dec.unibocconi.eu/8GDRR IMPORTANT DEADLINES: – 19November 2024:Start of registrationand abstracts' submission(detailsonthe website) – 1February2025: Start of payments (detailssentto registeredpersons) – 2February2025: Deadline for abstracts' submission – 16February2025: Decisionon acceptance – 6April 2025: Deadline for earlyregistrationfee(compulsoryfor presenters) For information, pleaseleaveyourcontactsclickingon the KEEP ME INFORMED buttonin the BISP14 home page Best regards, Fabrizio Ruggeri and Elisa Varini /Chairs, Scientific and OrganisingCommittees/

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Fwd: ICORS 2025 First announcement and call for papers
by Francesca Greselin 21 Nov '24

21 Nov '24

Apologies for cross-posting **************************************************************** * ICORS 2025 First announcement and call for papers * **************************************************************** We are excited to announce that the ICORS 2025 - 24th International Conference on Robust Statistics (ICORS) will be held at the Hotel La Palma, Stresa (VA), Italy from Monday, May 19, to Friday, May 23, 2025. The International Conference on Robust Statistics (ICORS) is the premier international event to bring together researchers and practitioners interested in the interplay of robust statistics, data analysis, computer science, and visualization, and to build bridges between these fields for interdisciplinary research. The conference welcomes contributions to applied statistics as well as theoretical statistics, in particular new problems related to robust statistics, machine learning and statistical learning, outlier detection, visualization and verbalization of data, data analysis and other important themes. Given the recent revolution in AI and on large language models, ICORS 2025 encourages contributions on the interplay between robustness issues in these new fields. *Keynote speakers:* - Prof. Genevera Allen (Department of Statistics, Center for Theoretical Neuroscience, Zuckerman Institute, Irving Institute, Columbia University, New York, NY USA) - Prof. Luis Angel García-Escudero (Departamento de Estadìstica e I.O. and IMUVA, University of Valladolid) - Prof. Marc Hallin (Université libre de Bruxelles) - Prof. Johannes Lederer (Department of Mathematics, University of Hamburg) *Papers submission:* Authors wishing to present a paper are invited to submit an abstract from 1 December 2024 to 10 February 2025 *Notification of acceptance* before 12 February 2025 *Website:* For further information and updates, please visit the conference website http://datascience.maths.unitn.it/icors2025/index.html *Organizing committee:* icors.math(a)unitn.it Bring your contribution to ICORS2025! The ICORS 2025 Organizing Committee - Claudio Agostinelli (University of Trento) - Francesca Greselin (University of Milano Bicocca) - Domenico Perrotta (Joint Research Center) - Marco Riani (University of Parma)

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