Zobrazeno 1 - 10
of 89
pro vyhledávání: '"Fabio Valerio"'
Autor:
Silvestri, Gianluigi, Massoli, Fabio Valerio, Orekondy, Tribhuvanesh, Abdi, Afshin, Behboodi, Arash
A promising way to mitigate the expensive process of obtaining a high-dimensional signal is to acquire a limited number of low-dimensional measurements and solve an under-determined inverse problem by utilizing the structural prior about the signal.
Externí odkaz:
http://arxiv.org/abs/2407.07794
Compressed sensing combines the power of convex optimization techniques with a sparsity-inducing prior on the signal space to solve an underdetermined system of equations. For many problems, the sparsifying dictionary is not directly given, nor its e
Externí odkaz:
http://arxiv.org/abs/2407.06646
In recent years, solving optimization problems involving black-box simulators has become a point of focus for the machine learning community due to their ubiquity in science and engineering. The simulators describe a forward process $f_{\mathrm{sim}}
Externí odkaz:
http://arxiv.org/abs/2406.04261
Conformal Prediction (CP) is a distribution-free uncertainty estimation framework that constructs prediction sets guaranteed to contain the true answer with a user-specified probability. Intuitively, the size of the prediction set encodes a general n
Externí odkaz:
http://arxiv.org/abs/2405.02140
Autor:
Arnold, Maximilian, Major, Bence, Massoli, Fabio Valerio, Soriaga, Joseph B., Behboodi, Arash
In the context of communication networks, digital twin technology provides a means to replicate the radio frequency (RF) propagation environment as well as the system behaviour, allowing for a way to optimize the performance of a deployed system base
Externí odkaz:
http://arxiv.org/abs/2401.17781
Publikováno v:
Biology Open, Vol 1, Iss 9, Pp 915-921 (2012)
Summary While mammals have a limited capacity to repair bone fractures, zebrafish can completely regenerate amputated bony fin rays. Fin regeneration in teleosts has been studied after partial amputation of the caudal fin, which is not ideal to model
Externí odkaz:
https://doaj.org/article/46905816ea0b4dd89e2e4902417578e6
Autor:
Pezeshki, Hamed, Massoli, Fabio Valerio, Behboodi, Arash, Yoo, Taesang, Kannan, Arumugam, Boroujeni, Mahmoud Taherzadeh, Li, Qiaoyu, Luo, Tao, Soriaga, Joseph B.
Analog beamforming is the predominant approach for millimeter wave (mmWave) communication given its favorable characteristics for limited-resource devices. In this work, we aim at reducing the spectral efficiency gap between analog and digital beamfo
Externí odkaz:
http://arxiv.org/abs/2211.02102
In compressed sensing, the goal is to reconstruct the signal from an underdetermined system of linear measurements. Thus, prior knowledge about the signal of interest and its structure is required. Additionally, in many scenarios, the signal has an u
Externí odkaz:
http://arxiv.org/abs/2206.14069
In recent years, Quantum Computing witnessed massive improvements in terms of available resources and algorithms development. The ability to harness quantum phenomena to solve computational problems is a long-standing dream that has drawn the scienti
Externí odkaz:
http://arxiv.org/abs/2107.03313
Autor:
Massoli, Fabio Valerio, Cafarelli, Donato, Gennaro, Claudio, Amato, Giuseppe, Falchi, Fabrizio
Emotions play a central role in the social life of every human being, and their study, which represents a multidisciplinary subject, embraces a great variety of research fields. Especially concerning the latter, the analysis of facial expressions rep
Externí odkaz:
http://arxiv.org/abs/2105.02481