Zobrazeno 1 - 10
of 11 640
pro vyhledávání: '"Rinaldo, P."'
Split conformal prediction techniques are applied to regression problems with circular responses by introducing a suitable conformity score, leading to prediction sets with adaptive arc length and finite-sample coverage guarantees for any circular pr
Externí odkaz:
http://arxiv.org/abs/2410.24145
Statistical inference with finite-sample validity for the value function of a given policy in Markov decision processes (MDPs) is crucial for ensuring the reliability of reinforcement learning. Temporal Difference (TD) learning, arguably the most wid
Externí odkaz:
http://arxiv.org/abs/2410.16106
Diffusion models have emerged as a powerful tool for image generation and denoising. Typically, generative models learn a trajectory between the starting noise distribution and the target data distribution. Recently Liu et al. (2023b) designed a nove
Externí odkaz:
http://arxiv.org/abs/2410.14949
Autor:
Colombo, Rinaldo M., Garavello, Mauro
The formation, movement and gluing of clusters can be described through a system of non local balance laws. Here, the well posedness of this system is obtained, as well as various stability estimates. Remarkably, qualitative properties of the solutio
Externí odkaz:
http://arxiv.org/abs/2410.10507
Autor:
Laneve, Alessandro, Rota, Michele B., Basset, Francesco Basso, Beccaceci, Mattia, Villari, Valerio, Oberleitner, Thomas, Reum, Yorick, Krieger, Tobias M., Buchinger, Quirin, da Silva, Saimon F. Covre, Pfenning, Andreas, Stroj, Sandra, Höfling, Sven, Rastelli, Armando, Huber-Loyola, Tobias, Trotta, Rinaldo
The generation of entangled photons from radiative cascades has enabled milestone experiments in quantum information science with several applications in photonic quantum technologies. Significant efforts are being devoted to pushing the performances
Externí odkaz:
http://arxiv.org/abs/2409.07875
Autor:
Pasqualini, Jacopo, Maritan, Amos, Rinaldo, Andrea, Facchin, Sonia, Savarino, Edoardo, Altieri, Ada, Suweis, Samir
Bacterial communities are pivotal to maintaining ecological function and preserving the rich tapestry of biological diversity. The rapid development of environmental sequencing technologies, such as metagenomics, has revolutionized our capacity to pr
Externí odkaz:
http://arxiv.org/abs/2406.07465
The softmax gating function is arguably the most popular choice in mixture of experts modeling. Despite its widespread use in practice, the softmax gating may lead to unnecessary competition among experts, potentially causing the undesirable phenomen
Externí odkaz:
http://arxiv.org/abs/2405.13997
We prove that cycles, wheels and block graphs have sequentially Cohen-Macaulay binomial edge ideals. Moreover, we provide a construction of new families of sequentially Cohen-Macaulay graphs by cones.
Comment: In this version we have made a subs
Comment: In this version we have made a subs
Externí odkaz:
http://arxiv.org/abs/2405.08671
Autor:
Mule, Nikhitha, Maffeis, Giulia, Cubeddu, Rinaldo, Santangelo, Carolina, Bianchini, Giampaolo, Panizza, Pietro, Taroni, Paola
The purpose of this clinical study is to test broad spectral range (635-1060 nm) time domain diffuse optical spectroscopy in monitoring the response of breast cancer patients to neoadjuvant chemotherapy (NAC). The broadband operation allows us to ful
Externí odkaz:
http://arxiv.org/abs/2405.05035
Autor:
Padmanabha, Prajwal, Nicoletti, Giorgio, Bernardi, Davide, Suweis, Samir, Azaele, Sandro, Rinaldo, Andrea, Maritan, Amos
Publikováno v:
Proc.Natl.Acad.Sci 121 (44) 2024
Metapopulation models have been instrumental in demonstrating the ecological impact of landscape structure on the survival of a focal species in complex environments. However, extensions to multiple species with arbitrary dispersal networks often rel
Externí odkaz:
http://arxiv.org/abs/2404.09908