Gianmarco De Francisci Morales
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gdfm.bsky.social
Gianmarco De Francisci Morales
@gdfm.bsky.social
410 followers 250 following 23 posts
Principal Researcher & Team Lead @CENTAI. Formerly @ISI_Foundation, @QCRI, @Aalto, @YahooResearch. Scalable data mining & computational social science.
https://gdfm.me/research
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Reposted by Gianmarco De Francisci Morales
blas-ko.bsky.social
While limited to one ABM, this work fills a critical gap in the ABM calibration literature, providing the first structured comparison of DA and LBI for latent state inference.

Kudos to Marco, Corrado, and Gianmarco for such a wonderful collaboration!

Hope you enjoy it
👉 arxiv.org/abs/2509.17625
Comparing Data Assimilation and Likelihood-Based Inference on Latent State Estimation in Agent-Based Models
In this paper, we present the first systematic comparison of Data Assimilation (DA) and Likelihood-Based Inference (LBI) in the context of Agent-Based Models (ABMs). These models generate observable t...
arxiv.org
October 6, 2025 at 7:53 AM
gdfm.bsky.social
Agreed. And to do so we need to stop using tools that were developed to measure human concepts.
July 23, 2025 at 11:31 AM
Reposted by Gianmarco De Francisci Morales
yelenamejova.bsky.social
One day remaining to submit to our #ICWSM Workshop on #Data for the Wellbeing of the Most #Vulnerable -- submit your short and long papers by March 31!

sites.google.com/view/datafor...
March 31, 2025 at 9:38 AM