Zobrazeno 1 - 10
of 10 945
pro vyhledávání: '"Scaglione A"'
Due to the availability of more comprehensive measurement data in modern power systems, there has been significant interest in developing and applying reinforcement learning (RL) methods for operation and control. Conventional RL training is based on
Externí odkaz:
http://arxiv.org/abs/2407.00304
Autor:
Scaglione, Anna, Karakoc, Nurullah
In this paper, we are interested in solving Network Utility Maximization (NUM) problems whose underlying local utilities and constraints depend on a complex stochastic dynamic environment. While the general model applies broadly, this work is motivat
Externí odkaz:
http://arxiv.org/abs/2406.03750
In this paper, we present a framework based on differential privacy (DP) for querying electric power measurements to detect system anomalies or bad data. Our DP approach conceals consumption and system matrix data, while simultaneously enabling an un
Externí odkaz:
http://arxiv.org/abs/2403.02324
Autor:
Lorenzo, Scaglione
We compare two approaches which use K-theory for C*-algebras to classify symmetry protected topological phases of quantum systems described in the one particle approximation. In the approach by Kellendonk, which is more abstract and more general, the
Externí odkaz:
http://arxiv.org/abs/2401.15004
Recent research highlights frequent model communication as a significant bottleneck to the efficiency of decentralized machine learning (ML), especially for large-scale and over-parameterized neural networks (NNs). To address this, we present Malcom-
Externí odkaz:
http://arxiv.org/abs/2311.05760
In this paper, we propose a source coding scheme that represents data from unknown distributions through frequency and support information. Existing encoding schemes often compress data by sacrificing computational efficiency or by assuming the data
Externí odkaz:
http://arxiv.org/abs/2309.05633
Autor:
Rosita Comune, Francesco Guida, Giampaolo Marte, Domenico Diglio, Rosano Nicola, Giacomo Bonito, Michele Tonerini, Michele Galluzzo, Mariano Scaglione, Stefania Tamburrini
Publikováno v:
Radiology Case Reports, Vol 19, Iss 7, Pp 2698-2702 (2024)
Gastric volvulus is a rare condition determined by the rotation of one part of stomach around another. Stomach can rotate around its longitudinal or short axis or both. The presentation can be acute, subacute and chronic due to twisting and untwistin
Externí odkaz:
https://doaj.org/article/15665d1b66ed4b8d87831b3235690371
Classical graph matching aims to find a node correspondence between two unlabeled graphs of known topologies. This problem has a wide range of applications, from matching identities in social networks to identifying similar biological network functio
Externí odkaz:
http://arxiv.org/abs/2306.15747
In this paper, we present a notion of differential privacy (DP) for data that comes from different classes. Here, the class-membership is private information that needs to be protected. The proposed method is an output perturbation mechanism that add
Externí odkaz:
http://arxiv.org/abs/2306.05578
Autor:
Ravi, Nikhil, Scaglione, Anna, Giraldez, Julieta, Pradhan, Parth, Moran, Chuck, Peisert, Sean
Stakeholders in electricity delivery infrastructure are amassing data about their system demand, use, and operations. Still, they are reluctant to share them, as even sharing aggregated or anonymized electric grid data risks the disclosure of sensiti
Externí odkaz:
http://arxiv.org/abs/2304.03749