Zobrazeno 1 - 10
of 503
pro vyhledávání: '"Assogba, P."'
Data augmentation is crucial to make machine learning models more robust and safe. However, augmenting data can be challenging as it requires generating diverse data points to rigorously evaluate model behavior on edge cases and mitigate potential ha
Externí odkaz:
http://arxiv.org/abs/2410.01088
Autor:
Boggust, Angie, Sivaraman, Venkatesh, Assogba, Yannick, Ren, Donghao, Moritz, Dominik, Hohman, Fred
To deploy machine learning models on-device, practitioners use compression algorithms to shrink and speed up models while maintaining their high-quality output. A critical aspect of compression in practice is model comparison, including tracking many
Externí odkaz:
http://arxiv.org/abs/2408.03274
Autor:
Assogba, Yannick, Ren, Donghao
As language models support larger and larger context sizes, evaluating their ability to make effective use of that context becomes increasingly important. We analyze the ability of several code generation models to handle long range dependencies usin
Externí odkaz:
http://arxiv.org/abs/2407.21049
Publikováno v:
Discover Agriculture, Vol 2, Iss 1, Pp 1-14 (2024)
Abstract Background Brassica napus (rapeseed) is a globally significant oilseed crop known for its rich polyunsaturated fatty acid (PUFA) content, which is essential for human health and industrial applications. This study provides a comprehensive mo
Externí odkaz:
https://doaj.org/article/0ad81876b15b4fb5914c1136d4a4ad71
The Transformer architecture has two main non-embedding components: Attention and the Feed Forward Network (FFN). Attention captures interdependencies between words regardless of their position, while the FFN non-linearly transforms each input token
Externí odkaz:
http://arxiv.org/abs/2309.01826
Autor:
Li, Yuze, Assogba, Kevin, Tripathy, Abhijit, Arif, Moiz, Rafique, M. Mustafa, Butt, Ali R., Nikolopoulos, Dimitrios
The Function-as-a-service (FaaS) computing model has recently seen significant growth especially for highly scalable, event-driven applications. The easy-to-deploy and cost-efficient fine-grained billing of FaaS is highly attractive to big data appli
Externí odkaz:
http://arxiv.org/abs/2309.01662
Autor:
Beniamino Caputo, Carlo M. De Marco, Verena Pichler, Giordano Bottà, Kelly L. Bennett, Alfred Amambua-Ngwa, Sessinou B. Assogba, Kevin O. Opondo, Chris S. Clarkson, Jacob A. Tennessen, David Weetman, Alistair Miles, Alessandra della Torre
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-12 (2024)
Abstract The two main Afrotropical malaria vectors - Anopheles coluzzii and An. gambiae – are genetically distinct and reproductively isolated across West Africa. However, populations at the western extreme of their range are assigned as “interme
Externí odkaz:
https://doaj.org/article/6e1f1853a2374503a032268dc10cc7c7
Publikováno v:
BMC Research Notes, Vol 17, Iss 1, Pp 1-6 (2024)
Abstract Background Antiretroviral drugs in people living with HIV-1 (PLHIV-1) often trigger side effects which may lead to discontinuation or failure of treatment. Human Leukocyte Antigen B*57:01 (HLA-B*57:01) allele is known to predict hypersensiti
Externí odkaz:
https://doaj.org/article/2f69dcd194df41f7980eb34e457774f9
Autor:
Calixte Oswald Assogba, Boni Maxime Ale, Eric Youm, Yessito Corine Houehanou, Amen Sèminvo Sinsin, Sodjinè Jimmy Erhel Assiongbon, Olushina Ayo Junior Ale, Jean Jacques Noubiap, Salmane Ariyoh Amidou, Dismand Stephan Houinato
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-8 (2024)
Abstract Antiretroviral therapy (ART) has extended the lifespan of people living with HIV/AIDS (PLHIV), exposing them to a higher risk of cardiovascular diseases (CVD). Hypertension (HTN), the primary contributor to CVD burden, is increasingly concer
Externí odkaz:
https://doaj.org/article/4adad82795084202b24882868389c47b
Evaluating generative image models remains a difficult problem. This is due to the high dimensionality of the outputs, the challenging task of representing but not replicating training data, and the lack of metrics that fully correspond to human perc
Externí odkaz:
http://arxiv.org/abs/2301.04518