Algorithmic Trading, Decentralized Finance and Artificial Intelligence in Capital Markets

The conference is to be held on the October 16-17 2025 at Politecnico di Milano

Venue: Department of Mathematics

Conference Room: Aula Rogers

web site

Second edition

Call for papers: papers or extended abstract 

Deadline for submission: September 1st 

Notification of acceptance: September 15th

Deadline for registration: October 1st

Keynote speakers:

• Paul Besson (Head of Quant Research, Euronext) TBD
• Thierry Foucault (HEC Paris) AI-Powered traders and liquidity in securities markets
• Martin Herdegen (University of Stuttgart) Optimal Dynamic Fees in Automated Market Makers
• Eyal Neumann (Imperial College) Fredholm Approach to Nonlinear Propagator Models

Scientific committee: Emilio Barucci (chair), Tomaso Aste, Michele Azzone, Leandro Sánchez Betancourt, Andrea Prampolini

Description

The landscape of financial markets is changing significantly thanks to new technologies and methodologies that are profoundly modifying their architecture and functioning. Among the innovations, we have the possibility of operating using real-time market information, machine learning techniques, automatic trading strategies, automatic market making, distributed ledger technologies, digital assets, smart contracts, cryptocurrencies. The objective of the workshop is to offer an opportunity for the academic and industrial communities to meet and discuss research advancements on these topics.

Sponsorship: Banca Intesa Sanpaolo, IASON Ltd

Under the auspices of ASSIOM FOREX, SHIELD Project

Data inizio: 22 ottobre 2024

Durata (mesi): 12

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Partecipanti al progetto: Emilio Barucci, Daniele Marazzina

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Dear colleagues,

you are all invited to participate in the following seminar organized by QFinLab – Department of Mathematics, Politecnico di Milano.

Thursday, 5 June 2025, 12.15-13.15

Seminar room, third floor, building 14, Via Bonardi 9, Milano (Leonardo Campus)

Olimpia Carradori (University of Zurich)

Title:  Insurers’ carbon underwriting policies

Abstract: Insurance companies can influence the net-zero transition by limiting coverage for carbon-intensive projects. We study the adoption, structure, and effects of carbon underwriting policies among the world’s largest insurance groups. Using novel mine-level insurance data, we show that insurers with coal policies reduce the number of insured mines by approximately 16%, insured coal volumes by 56%, and make continued coverage significantly less likely. Implementation is often incomplete, and some insurers expand coverage despite commitments. Affected mines tend to reduce output, cut the number of employees, and are more likely to be idled in subsequent periods. 

Next seminars: Marco Tolotti (Università Ca’ Foscari Venezia), 9 June 12.15.

The organizers: Michele Azzone and Alessandro Calvia.

Dear colleagues,

you are all invited to participate in the following seminar organized by QFinLab – Department of Mathematics, Politecnico di Milano.

Wednesday, 7 May 2025, 12.15-13.15

Seminar room, third floor, building 14, Via Bonardi 9, Milano (Leonardo Campus)

Alessandro Sbuelz (Università Cattolica del Sacro Cuore) 

Title: The Zero-Theta Hedge Contract.

Abstract: We examine long-dated asset valuation under systematic and idiosyncratic risk, driven by extreme trajectories. By introducing the zero-Theta hedge contract, a negative-Delta derivative security with a maturity-independent price, we study investor attitudes toward systematic long-run crashes. Declining expected payoff with maturity signal strong crash aversion. The contract aids in decomposing the stochastic discount factor, shedding light on long-run crash risk premia. Even for volatile assets whose price comes from idiosyncratic rallies, systematic long-run crashes remain central to long-run risk valuation.

Based on a joint work with Anna Battauz and Marzia De Donno.

Next seminars: Olimpia Carradori (University of Zurich), 5 June. Marco Tolotti (Università Ca’ Foscari Venezia), 9 June 12.15.

All news can be found on the QFinLab webpage.

The organizers: Michele Azzone and Alessandro Calvia.

Dear colleagues,

you are all invited to participate in the following seminar organized by QFinLab – Department of Mathematics, Politecnico di Milano.

Wednesday, 2 April 2025, 12.15-13.15

Seminar room, third floor, building 14, Via Bonardi 9, Milano (Leonardo Campus)

Claudio Fontana (Università di Padova)

A stochastic Gordon-Loeb model for optimal security investment under clustered cyber-attacks.

Abstract: We propose a continuous-time extension of the Gordon-Loeb model for optimal investment in information security under the threat of cyber-attacks. The arrival of attacks is modeled using Hawkes processes, capturing the realistic feature of clustering in cyber-attacks. Each attack may lead to a system breach, with the probability of breach depending on the system’s vulnerability. We aim at determining the optimal investment in cyber-security to reduce the system’s vulnerability. The problem is formulated as a two-dimensional Markovian stochastic control problem and solved via dynamic programming techniques. We perform a numerical study of the value function and the associated optimal investment strategy in cyber-security, highlighting the impact of randomly arriving clustered cyber-attacks.

Based on a joint work with G. Callegaro, C. Hillairet, B. Ongarato.

Next seminar: Alessandro Sbuelz (Università Cattolica del Sacro Cuore), 7 April 12.15.

All news can be found on the QFinLab webpage.

The organizers: Michele Azzone and Alessandro Calvia