@jlenti.bsky.social
📤 64
📥 158
📝 7
PhD student in Data Science. Centai + Sapienza University.
📣 Manuscript out! 📣 Do you struggle in navigating the maze of ABM methods? 🧭 This works unifies the literature on ABM calibration/estimation within a single comprehensive taxonomy: 🎲 sampling-based methods 🤖 meta-models 📖 open-box methods with
@gdfm.bsky.social
💡
papers.ssrn.com/sol3/papers....
loading . . .
Estimating Parameters of Agent-Based Models from Data: A Methodological Review
Calibrating Agent-Based Models (ABMs) is essential for grounding their simulated dynamics in empirical reality, yet parameter estimation, a core part of calibra
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6275619
3 months ago
0
2
1
Great xmas news! 🎄 Paper accepted at
#AAMAS2026
!
arxiv.org/pdf/2510.09669
"Population synthesis with geographic coordinates" Generating realistic populations of houses as input of an ABM. 1. Data generator = NFs transform geo coordinates + VAE 2. Evaluation pipeline = fidelity + utility + privacy
loading . . .
https://arxiv.org/pdf/2510.09669
6 months ago
0
0
0
New preprint out!
arxiv.org/abs/2510.09669
How to develop population synthetis methods: 1) generation 2) evaluation *Generation*: Normalizing Flows transform geographic coordinates -> VAE generates data *Evaluation*: (i) fidelity (ii) utility and (iii) privacy
loading . . .
Population synthesis with geographic coordinates
It is increasingly important to generate synthetic populations with explicit coordinates rather than coarse geographic areas, yet no established methods exist to achieve this. One reason is that latit...
https://arxiv.org/abs/2510.09669
8 months ago
1
2
0
Hugging my poster at
@icwsm.bsky.social
! 🥰 Back in Copenhagen to present "Variational Inference of Parameters in Opinion Dynamics Models"! Great time here, meeting all my
@nerdsitu.bsky.social
friends and creating new connections in the community!
ojs.aaai.org/index.php/IC...
11 months ago
0
7
3
Great experience in Sydney at
#WWW2025
! Today I presented the paper "Causal modeling of climate activism on Reddit", the work done during my visiting period in Copenhagen with the amazing team
@c0rrad0.bsky.social
,
@lajello.bsky.social
,
@gdfm.bsky.social
!
dl.acm.org/doi/10.1145/...
about 1 year ago
1
6
3
See you in the amazing Copenhagen! 🍻🇩🇰 Extended abstract of "Variational Inference on Parameters of Opinion Dynamics Models" accepted at
@icwsm.bsky.social
! Big thanks to
@gdfm.bsky.social
and Fabrizio Silvestri! Check the arXiv
arxiv.org/pdf/2403.05358
(TL;DR: Model + Data = ❤️)
loading . . .
https://arxiv.org/pdf/2403.05358
about 1 year ago
0
2
2
Italian gestures at italian conference 🤌 Great vibes at
#CS2Italy
! I presented my last work during my 6 months with
@nerdsitu.bsky.social
! Reddit data + social theory -> Causal model of climate activism!
@lajello.bsky.social
@c0rrad0.bsky.social
@gdfm.bsky.social
arxiv.org/abs/2410.10562
over 1 year ago
0
11
3
reposted by
NERDS
over 1 year ago
Huge turnout of NERDS (+alumni) at
#cs2italy
! It is so great to get together + meet up with former visitors/group members.
0
26
5
you reached the end!!
feeds!
log in
