3 citations · 5 across the 6 of their papers we have counts for
6 papers
Comparing Explanations is Not Enough, Explain the Change: New Standards are Needed to Explain Behavioral Shifts in Large Language Models
Martino Ciaperoni, Marzio Di Vece, Roberto Pellungrini +3
Large-scale foundation models exhibit behavioral shifts when subjected to interventions such as scaling, fine-tuning, reinforcement learning with human feedback, or in-context lear…
Assessing imbalance in signed brain networks
Marzio Di Vece, Emanuele Agrimi, Samuele Tatullo +3
Many complex systems - be they financial, natural, or social - are composed of units - such as stocks, neurons, or agents - whose joint activity can be represented as a multivariat…
Commodity-specific triads in the Dutch inter-industry production network
Marzio Di Vece, Frank P. Pijpers, Diego Garlaschelli
Triadic motifs are the smallest building blocks of higher-order interactions in complex networks and can be detected as over-occurrences with respect to null models with only pair-…
Deterministic, quenched and annealed parameter estimation for heterogeneous network models
Marzio Di Vece, Diego Garlaschelli, Tiziano Squartini
At least two, different approaches to define and solve statistical models for the analysis of economic systems exist: the typical, econometric one, interpreting the Gravity Model s…
Reconciling econometrics with continuous maximum-entropy network models
Marzio Di Vece, Diego Garlaschelli, Tiziano Squartini
In the study of economic networks, econometric approaches interpret the traditional Gravity Model specification as the expected link weight coming from a probability distribution w…
Gravity models of networks: integrating maximum-entropy and econometric approaches
Marzio Di Vece, Diego Garlaschelli, Tiziano Squartini
The World Trade Web (WTW) is the network of international trade relationships among world countries. Characterizing both the local link weights (observed trade volumes) and the glo…