13 citations · 19 across the 11 of their papers we have counts for
4 papers · 1 filter
The Impact of Recommendation Systems on Opinion Dynamics: Microscopic versus Macroscopic Effects
Nicolas Lanzetti, Florian Dörfler, Nicolò Pagan
Recommendation systems are widely used in web services, such as social networks and e-commerce platforms, to serve personalized content to the users and, thus, enhance their experi…
Capture, Propagate, and Control Distributional Uncertainty
Liviu Aolaritei, Nicolas Lanzetti, Florian Dörfler
We study stochastic dynamical systems in settings where only partial statistical information about the noise is available, e.g., in the form of a limited number of noise realizatio…
Dynamic Programming in Probability Spaces via Optimal Transport
Antonio Terpin, Nicolas Lanzetti, Florian Dörfler
We study discrete-time finite-horizon optimal control problems in probability spaces, whereby the state of the system is a probability measure. We show that, in many instances, the…
Stochastic Wasserstein Gradient Flows using Streaming Data with an Application in Predictive Maintenance
Nicolas Lanzetti, Efe C. Balta, Dominic Liao-McPherson +1
We study estimation problems in safety-critical applications with streaming data. Since estimation problems can be posed as optimization problems in the probability space, we devis…