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Quantifying public and private investment in biopharmaceutical R&D: a study of seven middle- and high-income countries [PDF]
Journal of Pharmaceutical Policy and PracticeBackground Fostering biopharmaceutical R&D has been a key element of industrial and innovation policy worldwide. Typically, this requires complementary investments from the public and private sectors.
Annabelle Fowler +6 more
doaj +2 more sources
Differentially Private Fine-tuning of Language Models [PDF]
International Conference on Learning Representations, 2021 We give simpler, sparser, and faster algorithms for differentially private fine-tuning of large-scale pre-trained language models, which achieve the state-of-the-art privacy versus utility tradeoffs on many standard NLP tasks. We propose a meta-framework
Da Yu +11 more
semanticscholar +1 more source
The ant cricket Myrmecophilus orientalis on the Dodecanese Islands, Greece (Orthoptera: Myrmecophilidae) [PDF]
Travaux du Muséum National d’Histoire Naturelle “Grigore Antipa”, 2020 This study reports the occurrence of the ant cricket Myrmecophilus orientalis Stalling, 2010 on the Dodecanese Islands Kos and Tilos, Greece. This is the first evidence of M. orientalis from Greece and Europe.
Thomas Stalling +2 more
doaj +3 more sources
Fragmenta entomologica, 2022 Two new species of the genus Acanthocreagris Mahnert, 1974 are described from Corsica (Acanthocreagris cyrnea sp. n.) and from the French department of Var (Acanthocreagris heurtaultae sp. n.). Specimens of Acanthocreagris cf.
Giulio Gardini
doaj +1 more source
Proceedings of the 23rd ACM Conference on Economics and Computation, 2022 Private signals model noisy information about an unknown state. Although these signals are called "private," they may still carry information about each other. Our paper introduces the concept of private private signals, which contain information about the state but not about other signals.
He, Kevin +2 more
openaire +3 more sources
Differentially Private Diffusion Models [PDF]
Trans. Mach. Learn. Res., 2022 While modern machine learning models rely on increasingly large training datasets, data is often limited in privacy-sensitive domains. Generative models trained with differential privacy (DP) on sensitive data can sidestep this challenge, providing ...
Tim Dockhorn +3 more
semanticscholar +1 more source
European Psychiatry, 2023 Introduction Spina Bifida, a congenital neural tube defect causing multi-system dysfunction. The birth of a disabled child in the family inevitably affects the family members, their lives, feelings, behavior and social life negatively.
P. Ulual +5 more
doaj +1 more source
Frontiers in Sustainable Food Systems, 2023 Rapid population and economic growth, increased health benefits of aquatic food, and changes in lifestyles and preferences as a result of rapid urbanization and globalization are all contributing to the rapid growth of aquaculture production in Kenya ...
Jonathan M. Munguti +13 more
doaj +1 more source
Arabic Text Encryption Using Artificial Neural Networks [PDF]
Engineering and Technology Journal, 2016 This research aims to build a cipher system using back propagation Algorithm with artificial neural network to encrypt any Arabic text and to prevent any data attack during the transition process.Encryption information holdsfour stages: 1)A neural ...
Oday Kamil Hamid
doaj +1 more source
Unite to end Tuberculosis – The need for public–private collaboration
Current Medicine Research and Practice, 2021 Background: Despite effective diagnostic tools and drugs for tuberculosis , the disease still remains a public health threat. Financial insecurity, Social stigma, food insecurity, distance to nearest health facility and psychological stress play as ...
Jency Koshy +3 more
doaj +1 more source