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20212026
most citedEffect of different patient peak arrivals on an Emergency Department via discrete event simulation

2 citations · 5 across the 14 of their papers we have counts for

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cs.AI2026

CHAL: Council of Hierarchical Agentic Language

Tommaso Giovannelli, Griffin D. Kent

Multi-agent debate has emerged as a promising approach for improving LLM reasoning on ground-truth tasks, yet current methodologies face certain structural limitations: debate tend…

math.OC2026

Stochastic set-valued optimization and its application to robust learning

Tommaso Giovannelli, Jingfu Tan, Luis Nunes Vicente

In this paper, we develop a stochastic set-valued optimization (SVO) framework tailored for robust machine learning. In the SVO setting, each decision variable is mapped to a set o…