Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Pascale, Alessandra"'
Autor:
Hou, Yufang, Pascale, Alessandra, Carnerero-Cano, Javier, Tchrakian, Tigran, Marinescu, Radu, Daly, Elizabeth, Padhi, Inkit, Sattigeri, Prasanna
Retrieval-augmented generation (RAG) has emerged as a promising solution to mitigate the limitations of large language models (LLMs), such as hallucinations and outdated information. However, it remains unclear how LLMs handle knowledge conflicts ari
Externí odkaz:
http://arxiv.org/abs/2406.13805
Autor:
Boschi, Tobia, Bonin, Francesca, Ordonez-Hurtado, Rodrigo, Rousseau, Cécile, Pascale, Alessandra, Dinsmore, John
Publikováno v:
IJCAI 2024
This paper introduces a novel Functional Graph Convolutional Network (funGCN) framework that combines Functional Data Analysis and Graph Convolutional Networks to address the complexities of multi-task and multi-modal learning in digital health and l
Externí odkaz:
http://arxiv.org/abs/2403.10158
Autor:
Boschi, Tobia, Bonin, Francesca, Ordonez-Hurtado, Rodrigo, Pascale, Alessandra, Epperlein, Jonathan
Publikováno v:
ICML 2024
This paper introduces a novel methodology for Feature Selection for Functional Classification, FSFC, that addresses the challenge of jointly performing feature selection and classification of functional data in scenarios with categorical responses an
Externí odkaz:
http://arxiv.org/abs/2401.05765
Graph Neural Networks (GNNs) have gained popularity in healthcare and other domains due to their ability to process multi-modal and multi-relational graphs. However, efficient training of GNNs remains challenging, with several open research questions
Externí odkaz:
http://arxiv.org/abs/2309.06081
Autor:
Tchrakian, Tigran, Zayats, Mykhaylo, Pascale, Alessandra, Huynh, Dat, Parida, Pritish, Rios, Carla Agurto, Zhuk, Sergiy, Rogers, Jeffrey L., Group, ENVISION Studies Physician Author, Consortium, Boston Scientific Research Scientists
Spinal cord stimulation (SCS) is a therapeutic approach used for the management of chronic pain. It involves the delivery of electrical impulses to the spinal cord via an implanted device, which when given suitable stimulus parameters can mask or blo
Externí odkaz:
http://arxiv.org/abs/2309.03918
Real-time estimation of destination and travel time for taxis is of great importance for existing electronic dispatch systems. We present an approach based on trip matching and ensemble learning, in which we leverage the patterns observed in a datase
Externí odkaz:
http://arxiv.org/abs/1509.05257
Autor:
Berlingerio, Michele, Ghaddar, Bissan, Guidotti, Riccardo, Pascale, Alessandra, Sassi, Andrea
Publikováno v:
In Transportation Research Part C July 2017 80:20-36
Publikováno v:
In Transportation Research Part C October 2015 59:340-357
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
Rauck, Richard, LOUDERMILK, ERIC, Przkora, Rene, Phillips, Gregory, Lee, Albert, Bojrab, Louis, Ibrahim, Mohab, Patwardhan, Amol, Paez, Julio, Noles, John, Hershey, Brad, Woon, Rex, Huynh, Dat, Zerbe, Judith, Tchrakian, Tigran, Zayats, Mykhaylo, Pascale, Alessandra, Zhuk, Sergiy, Parida, Pritish, Rogers, Jeffrey, McDonald, Matthew
Publikováno v:
Neuromodulation: Technology at the Neural Interface; October 2024, Vol. 27 Issue: 7, Number 7 Supplement 1 pS177-S178, 2p