36 citations · 57 across the 9 of their papers we have counts for
9 papers
From Judgments to Issues: Structured Extraction of Legal Reasoning with Citation-Hallucination Control
Giovanni Piccioli, Alessia Fidelangeli, Piera Santin +1
We present an automated pipeline that decomposes Italian tax-court judgments into individual legal issues and extracts, for each issue, a structured XML representation grounded in…
Data as Commodity: a Game-Theoretic Principle for Information Pricing
Pasquale Casaburi, Giovanni Piccioli, Pierpaolo Vivo
Data is the central commodity of the digital economy. Unlike physical goods, data exhibits properties that defy the standard theory of supply and demand: it is non-rival (the same…
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants
Beatriz Borges, Negar Foroutan, Deniz Bayazit +87
AI assistants are being increasingly used by students enrolled in higher education institutions. While these tools provide opportunities for improved teaching and education, they a…
Computing an Aircraft's Gliding Range and Minimal Return Altitude in Presence of Obstacles and Wind
Giovanni Piccioli
In the event of a total loss of thrust, a pilot must identify a reachable landing site and subsequently execute a forced landing. To do so, they must estimate which region on the g…
Integer Traffic Assignment Problem: Algorithms and Insights on Random Graphs
Rayan Harfouche, Giovanni Piccioli, Lenka Zdeborová
Path optimization is a fundamental concern across various real-world scenarios, ranging from traffic congestion issues to efficient data routing over the internet. The Traffic Assi…
Theory and applications of the Sum-Of-Squares technique
Francis Bach, Elisabetta Cornacchia, Luca Pesce +1
The Sum-of-Squares (SOS) approximation method is a technique used in optimization problems to derive lower bounds on the optimal value of an objective function. By representing the…
Gibbs Sampling the Posterior of Neural Networks
Giovanni Piccioli, Emanuele Troiani, Lenka Zdeborová
In this paper, we study sampling from a posterior derived from a neural network. We propose a new probabilistic model consisting of adding noise at every pre- and post-activation i…
The planted XY model: thermodynamics and inference
Siyu Chen, Guanhao Huang, Giovanni Piccioli +1
In this paper we study a fully connected planted spin glass named the planted XY model. Motivation for studying this system comes both from the spin glass field and the one of stat…
Aligning random graphs with a sub-tree similarity message-passing algorithm
Giovanni Piccioli, Guilhem Semerjian, Gabriele Sicuro +1
The problem of aligning Erdös-Rényi random graphs is a noisy, average-case version of the graph isomorphism problem, in which a pair of correlated random graphs is observed through…