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Integrating text and numbers effectively is a crucial step towards enhancing Large Language Models (LLMs) capabilities in assisting in scientific tasks. While most current approaches rely on discrete tokenization of numbers, for instance, conversion
Externí odkaz:
http://arxiv.org/abs/2410.19353
Responsibility is one of the key notions in machine ethics and in the area of autonomous systems. It is a multi-faceted notion involving counterfactual reasoning about actions and strategies. In this paper, we study different variants of responsibili
Externí odkaz:
http://arxiv.org/abs/2410.14544
Climate activism is crucial in stimulating collective societal and behavioral change towards sustainable practices through political pressure. Although multiple factors contribute to the participation in activism, their complex relationships and the
Externí odkaz:
http://arxiv.org/abs/2410.10562
In this paper we solve the Bernstein problem for a broad class of smooth, non-characteristic hypersurfaces in the second sub-Riemannian Heisenberg group $\mathbb{H}^2$.
Externí odkaz:
http://arxiv.org/abs/2409.20359
Nonlinear dynamical systems are ubiquitous in nature and they are hard to forecast. Not only they may be sensitive to small perturbations in their initial conditions, but they are often composed of processes acting at multiple scales. Classical appro
Externí odkaz:
http://arxiv.org/abs/2409.14865
Autor:
Di Gennaro, Giovanni, Buonanno, Amedeo, Romano, Gianmarco, Buzzi, Stefano, Palmieri, Francesco A. N
Contrary to conventional massive MIMO cellular configurations plagued by inter-cell interference, cell-free massive MIMO systems distribute network resources across the coverage area, enabling users to connect with multiple access points (APs) and bo
Externí odkaz:
http://arxiv.org/abs/2410.02775
Autor:
Genalti, Gianmarco, Mussi, Marco, Gatti, Nicola, Restelli, Marcello, Castiglioni, Matteo, Metelli, Alberto Maria
Rested and Restless Bandits are two well-known bandit settings that are useful to model real-world sequential decision-making problems in which the expected reward of an arm evolves over time due to the actions we perform or due to the nature. In thi
Externí odkaz:
http://arxiv.org/abs/2409.05980
Autor:
Caruso, Gianmarco, Mozgunov, Pavel
Multi-arm trials are gaining interest in practice given the statistical and logistical advantages that they can offer. The standard approach is to use a fixed (throughout the trial) allocation ratio, but there is a call for making it adaptive and ske
Externí odkaz:
http://arxiv.org/abs/2409.04970
We introduce Polaris, a network null model for colored multi-graphs that preserves the Joint Color Matrix. Polaris is specifically designed for studying network polarization, where vertices belong to a side in a debate or a partisan group, represente
Externí odkaz:
http://arxiv.org/abs/2409.01363