Zobrazeno 1 - 10
of 2 837
pro vyhledávání: '"Calzavara, P"'
Autor:
Rinaldin, Anna
Publikováno v:
Quaderni Veneti, Vol 9, Iss 1, Pp - (2020)
This article lists the best-known correspondents of Ernesto Calzavara, whose letters are kept in the Ernesto Calzavara Collection of the Archivio Carte del Contemporaneo, Ca’ Foscari University of Venice. A complete list of the letters for each of
Externí odkaz:
https://doaj.org/article/8efdd8892dd4452e8097e79327643c60
Protecting the intellectual property of machine learning models is a hot topic and many watermarking schemes for deep neural networks have been proposed in the literature. Unfortunately, prior work largely neglected the investigation of watermarking
Externí odkaz:
http://arxiv.org/abs/2410.04570
We present Timber, the first white-box poisoning attack targeting decision trees. Timber is based on a greedy attack strategy leveraging sub-tree retraining to efficiently estimate the damage performed by poisoning a given training instance. The atta
Externí odkaz:
http://arxiv.org/abs/2410.00862
Image datasets serve as the foundation for machine learning models in computer vision, significantly influencing model capabilities, performance, and biases alongside architectural considerations. Therefore, understanding the composition and distribu
Externí odkaz:
http://arxiv.org/abs/2408.04072
Verifiable learning advocates for training machine learning models amenable to efficient security verification. Prior research demonstrated that specific classes of decision tree ensembles -- called large-spread ensembles -- allow for robustness veri
Externí odkaz:
http://arxiv.org/abs/2402.14988
Verifying the robustness of machine learning models against evasion attacks at test time is an important research problem. Unfortunately, prior work established that this problem is NP-hard for decision tree ensembles, hence bound to be intractable f
Externí odkaz:
http://arxiv.org/abs/2305.03626
Autor:
Vincenzo Maione, Stefano Bighetti, Sara Rovaris, Chiara Cozzi, Cesare Tomasi, Piergiacomo Calzavara-Pinton, Luca Bettolini
Publikováno v:
Dermatology Practical & Conceptual, Vol 14, Iss 4 (2024)
Introduction: Pemphigus, an autoimmune disorder, significantly impacts the quality of life for those affected. Objective: This study examines the sleep quality in patients with pemphigus, a domain for which the existing literature provides limited
Externí odkaz:
https://doaj.org/article/61fab84bb8374f27b60f83b59786dd18
Autor:
Calzavara, Martino, Kuriatnikov, Yevhenii, Deutschmann-Olek, Andreas, Motzoi, Felix, Erne, Sebastian, Kugi, Andreas, Calarco, Tommaso, Schmiedmayer, Jörg, Prüfer, Maximilian
We present our new experimental and theoretical framework which combines a broadband superluminescent diode (SLED/SLD) with fast learning algorithms to provide speed and accuracy improvements for the optimization of 1D optical dipole potentials, here
Externí odkaz:
http://arxiv.org/abs/2210.07776
We present a new approach to the global fairness verification of tree-based classifiers. Given a tree-based classifier and a set of sensitive features potentially leading to discrimination, our analysis synthesizes sufficient conditions for fairness,
Externí odkaz:
http://arxiv.org/abs/2209.13179
Autor:
Camila Pereira Santos, Jerlane Tarcila Gomes Teles, Georgia Freitas Guimaraes, Laura Helena Vega Gonzales Gil, Amanda Mota Vieira, Jose Wilton Pinheiro Junior, Carlos Eduardo Calzavara-Silva, Rita de Cassia Carvalho Maia
Publikováno v:
Open Veterinary Journal, Vol 14, Iss 4, Pp 1019-1028 (2024)
Background: Canine distemper is a worldwide spread disease that has been described in 12 families of mammals, especially in the Carnivora order, being better studied in domestic canines where vaccination represents the best means of control. Canine d
Externí odkaz:
https://doaj.org/article/d8e0f675acbc496cafb60832675755cc