Zobrazeno 1 - 10
of 4 982
pro vyhledávání: '"Calzavara, A."'
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:
Luigi Gargiulo, Luciano Ibba, Angela Alfano, Piergiorgio Malagoli, Fabrizio Amoruso, Anna Balato, Francesca Barei, Anna G. Burroni, Stefano Caccavale, Piergiacomo Calzavara-Pinton, Maria Esposito, Maria C. Fargnoli, Silvia M. Ferrucci, Caterina Foti, Giampiero Girolomoni, Massimo Gola, Mario B. Guanti, Carlotta Gurioli, Manfredi Magliulo, Martina Maurelli, Pietro Morrone, Maria L. Musumeci, Maddalena Napolitano, Michela Ortoncelli, Cataldo Patruno, Bianca M. Piraccini, Elena Pezzolo, Simone Ribero, Mariateresa Rossi, Paola Savoia, Claudio Sciarrone, Benedetta Tirone, Marco Vaccino, Federica Veronese, Antonio Costanzo, Alessandra Narcisi
Publikováno v:
Journal of Dermatological Treatment, Vol 35, Iss 1 (2024)
Aim: Abrocitinib is a JAK-1 inhibitor approved for the treatment of moderate-to-severe atopic dermatitis (AD). We conducted a 16-week multicenter retrospective study to assess the short-term effectiveness and safety of abrocitinib in patients with mo
Externí odkaz:
https://doaj.org/article/480e38bfd8864c22af37d930c2f6d234
Autor:
Sara Rovaris, Paola Monari, Abraham Getachew Kelbore, Takele Tadesse, Efa Ambaw Bogino, Lantesil Wondewosen, Fikirete Getachew, Mehret Techane, Shimelash Bitew, Piergiacomo Calzavara-Pinton, Aldo Morrone
Publikováno v:
Dermatology Reports (2024)
This study analyzed data from hospitals located in three regions of Ethiopia: Addis Ababa, Northeastern Ethiopia, and Southern Ethiopia. The research aims to investigate the prevalence and contributing factors associated with skin diseases in these r
Externí odkaz:
https://doaj.org/article/d5b34d76f1124b8887e226e172e59db5
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