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20052026
most citedIntroduction to Random Matrices - Theory and Practice

197 citations · 2.1k across the 93 of their papers we have counts for

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Showing 2025Show all

7 papers · 1 filter

q-fin.RM2025

A calibrated model of debt recycling with interest costs and tax shields: viability under different fiscal regimes and jurisdictions

Carlo von der Osten, Sabrina Aufiero, Pierpaolo Vivo +2

Debt recycling is a leveraged equity management strategy in which homeowners use accumulated home equity to finance investments, applying the resulting returns to accelerate mortga…

stat.ML2025

Sparse corruption in low-rank matrix inference: the PCA benchmark

Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo

Principal Component Analysis (PCA) is a standard tool for extracting a low-rank signal from noisy observations. It is known that applying PCA to a rank-one signal corrupted by a de…

physics.soc-ph2025

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…

q-fin.RM2025

Mapping Microscopic and Systemic Risks in TradFi and DeFi: a literature review

Sabrina Aufiero, Silvia Bartolucci, Fabio Caccioli +1

This work explores the formation and propagation of systemic risks across traditional finance (TradFi) and decentralized finance (DeFi), offering a comparative framework that bridg…

econ.GN2025

DebtStreamness: An Ecological Approach to Credit Flows in Inter-Firm Networks

Anahí Rodríguez-Martínez, Silvia Bartolucci, Francesco Caravelli +3

Understanding how credit flows through inter-firm networks is critical for assessing financial stability and systemic risk. In this study, we introduce DebtStreamness, a novel metr…

q-fin.RM2025★ 1 cited

Financial instability transition under heterogeneous investments and portfolio diversification

Preben Forer, Barak Budnick, Pierpaolo Vivo +3

We analyze the stability of financial investment networks, where financial institutions hold overlapping portfolios of assets. We consider the effect of portfolio diversification a…

cond-mat.stat-mech2025★ 1 cited

Top eigenpair statistics of diluted Wishart matrices

Barak Budnick, Preben Forer, Pierpaolo Vivo +3

Using the replica method, we compute the statistics of the top eigenpair of diluted covariance matrices of the form , where is a…