2 citations · 4 across the 12 of their papers we have counts for
3 papers · 1 filter
Emergence of meta-stable clustering in mean-field transformer models
Giuseppe Bruno, Federico Pasqualotto, Andrea Agazzi
We model the evolution of tokens within a deep stack of Transformer layers as a continuous-time flow on the unit sphere, governed by a mean-field interacting particle system, build…
Fair Artificial Currency Incentives in Repeated Weighted Congestion Games: Equity vs. Equality
Leonardo Pedroso, Andrea Agazzi, W. P. M. H. Heemels +1
When users access shared resources in a selfish manner, the resulting societal cost and perceived users' cost is often higher than what would result from a centrally coordinated op…
Scalable and Calibrated Sampling for Bayesian Generalized Linear Mixed Model via Stochastic Gradient Markov Chain Monte Carlo
Youngsoo Baek, Andrea Agazzi, Felipe A. Medeiros +1
Generalized linear mixed models (GLMMs) are widely used for analyzing correlated data, particularly in large-scale biomedical and social science applications. Scalable Bayesian inf…