Zobrazeno 1 - 10
of 8 161
pro vyhledávání: '"A, Diarra"'
This paper introduces a Bayesian framework for image inversion by deriving a probabilistic counterpart to the regularization-by-denoising (RED) paradigm. It additionally implements a Monte Carlo algorithm specifically tailored for sampling from the r
Externí odkaz:
http://arxiv.org/abs/2402.12292
Diffusion models are one of the most important families of deep generative models. In this note, we derive a quantitative upper bound on the Wasserstein distance between the data-generating distribution and the distribution learned by a diffusion mod
Externí odkaz:
http://arxiv.org/abs/2312.05989
Since their inception, Variational Autoencoders (VAEs) have become central in machine learning. Despite their widespread use, numerous questions regarding their theoretical properties remain open. Using PAC-Bayesian theory, this work develops statist
Externí odkaz:
http://arxiv.org/abs/2310.04935
Autor:
Titouan Simonnet, Sylvain Grangeon, Francis Claret, Nicolas Maubec, Mame Diarra Fall, Rachid Harba, Bruno Galerne
Publikováno v:
IUCrJ, Vol 11, Iss 5, Pp 859-870 (2024)
Mineral identification and quantification are key to the understanding and, hence, the capacity to predict material properties. The method of choice for mineral quantification is powder X-ray diffraction (XRD), generally using a Rietveld refinement a
Externí odkaz:
https://doaj.org/article/4a7e890fe4f848e58bfef69681727b40
Autor:
Robert T. Jones, Freya I. Spencer, Laura A. Paris, Diarra Soumaïla, Nanthilde Kamara, Alexandra Hiscox, James G. Logan
Publikováno v:
BMC Health Services Research, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Telecommunications offers an alternative or supplement to community-based interventions as a means of extending healthcare services and improving health outcomes in remote settings but can fail to reach target communities and achieve the des
Externí odkaz:
https://doaj.org/article/7939f5a49fe84109a1db72a52666f03a
Autor:
Ban Traore, Yaya Kassogue, Brehima Diakite, Fousseyni Diarra, Kadidiatou Cisse, Oumar Kassogue, Modibo Diarra, Aissata Coulibaly, Bourama Coulibaly, Hama Diallo, Zoumana Diarra, Madani Ly, Aminata Maiga, Sidi Boula Sissoko, Adama Seydou Sissoko, Cheick Bougadari Traore, Bakarou Kamate, Ibrahima Teguete, Sekou Bah, Guimogo Dolo, Demirkan Besim Gursel, Jane Holl, Lifang Hou, Mamoudou Maiga
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-8 (2024)
Abstract Introduction Long-term exposure to high-risk human papillomavirus (Hr-HPV) is a well-known necessary condition for development of cervical cancer. The aim of this study is to screen for Hr-HPV using vaginal self-sampling, which is a more eff
Externí odkaz:
https://doaj.org/article/9abecbe950014dbfbdcba12a8427c567
Autor:
Khatia Munguambe, Quique Bassat, Robert F Breiman, Mahbubur Rahman, Sibone Mocumbi, Cynthia G Whitney, Amy Wise, Shams El Arifeen, Meerjady Sabrina Flora, Soter Ameh, Emily S Gurley, Mustafizur Rahman, Ariel Nhacolo, Carla Carrilho, Cheick Bougadari Traore, Lucy Liu, Inacio Mandomando, Clara Menendez, Chris A Rees, Janet Agaya, Jane Juma, Tadesse Gure, George Aol, Hennie Lombaard, Ziyaad Dangor, Shabir Madhi, James Bunn, Samba O Sow, Dickson Gethi, Sanwarul Bari, Jeffrey P Koplan, Natalia Rakislova, Fabiola Fernandes, Tacilta Nhampossa, Maria Maixenchs, Mohammed Kamal, Nega Assefa, Joseph Oundo, Lola Madrid, Tahmina Shirin, Nelesh P Govender, Addisu Alemu, Hailemariam Legesse, Uma U Onwuchekwa, Awa Traore, Portia C Mutevedzi, Victor Akelo, Sammy Khagayi, Dickens Onyango, Richard Omore, Yasmin Adam, Peter Otieno, Margaret Mannah, Vicky Baillie, Karen L Kotloff, John Blevins, Milagritos D Tapia, Rima Koka, Mohammad Zahid Hossain, Dickens Kowuor, Tom Sesay, James Squire, Francis Moses, Haleluya Leulseged, Christine Bethencourt, Kitiezo Aggrey Igunza, Ikechukwu U Ogbuanu, Andrew Moseray, Ima-Abasi Bassey, Afruna Rahman, Muntasir Alam, Yasir Y Abdullahi, Nana Kourouma, Seydou Sissoko, Rosauro Varo, Sana Mahtab, Martin Hale, Jeanie du Toit, Zachary J Madewell, Dianna M Blau, Roosecelis B Martines, Fatima Solomon, Gillian Sorour, Jeannette Wadula, Karen Petersen, Peter J Swart, Sanjay G Lala, Sithembiso Velaphi, Richard Chawana, Ashleigh Fritz, Nellie Myburgh, Pedzisai Ndagurwa, Cleopas Hwinya, Shahana Parveen, ASM Nawshad Uddin Ahmed, Mahbubul Hoque, Saria Tasnim, Ferdousi Islam, Farida Ariuman, Mohammad Mosiur Rahman, Ferdousi Begum K Zaman, Dilruba Ahmed, Alexander M Ibrahim, Fikremelekot Temesgen, Melisachew Mulatu Yeshi, Mahlet Abayneh Gizaw, Stian MS Orlien, Solomon Ali, Peter Nyamthimba Onyango, Richard Oliech, Joyce Akinyi Were, Thomas Misore, Harun Owuor, Christopher Muga, Bernard Oluoch, Christine Ochola, Sharon M Tennant, Carol L Greene, Ashka Mehta, J Kristie Johnson, Brigitte Gaume, Adama Mamby Keita, Karen D Fairchild, Diakaridia Kone, Diakaridia Sidibe, Doh Sanogo, Kounandji Diarra, Tiéman Diarra, Kiranpreet Chawla, Zara Manhique, Fatmata Bintu Tarawally, Martin Seppeh, Ronald Mash, Julius Ojulong, Babatunde Duduyemi, Alim Swaray-Deen, Joseph Bangura Amara Jambai, Okokon Ita, Cornell Chukwuegbo, Sulaiman Sannoh, Princewill Nwajiobi, Erick Kaluma, Oluseyi Balogun, Carrie Jo Cain, Solomon Samura, Samuel Pratt, Joseph Kamanda Sesay, Osman Kaykay, Binyam Halu, Francis Smart, Sartie Kenneh, Jana Ritter, Tais Wilson, Jonas Winchell, Jakob Witherbee, Navit T Salzberg, Margaret Basket, Ashutosh Wadhwa, Kyu Han Lee, Roosecelis Martines, Shamta Warang, Maureen Diaz, Jessica Waller, Shailesh Nair, Courtney Bursuc, Kristin LaHatte, Sarah Raymer, Solveig Argeseanu, Kurt Vyas, Manu Bhandari
Publikováno v:
BMJ Paediatrics Open, Vol 8, Iss 1 (2024)
Introduction Determining aetiology of severe illness can be difficult, especially in settings with limited diagnostic resources, yet critical for providing life-saving care. Our objective was to describe the accuracy of antemortem clinical diagnoses
Externí odkaz:
https://doaj.org/article/d37c6c24b1bb4fc5926b6da8646eb57d
We extend PAC-Bayesian theory to generative models and develop generalization bounds for models based on the Wasserstein distance and the total variation distance. Our first result on the Wasserstein distance assumes the instance space is bounded, wh
Externí odkaz:
http://arxiv.org/abs/2302.08942
Autor:
Palang Chotsiri, Almahamoudou Mahamar, Halimatou Diawara, Pius S. Fasinu, Kalifa Diarra, Koualy Sanogo, Teun Bousema, Larry A. Walker, Joelle M. Brown, Alassane Dicko, Roly Gosling, Ingrid Chen, Joel Tarning
Publikováno v:
Malaria Journal, Vol 23, Iss 1, Pp 1-12 (2024)
Abstract Background Primaquine (PQ) is the prototype 8-aminoquinoline drug, a class which targets gametocytes and hypnozoites. The World Health Organization (WHO) recommends adding a single low dose of primaquine to the standard artemisinin-based com
Externí odkaz:
https://doaj.org/article/015bdc6bd7bf43d5816e49d619b26310
Autor:
Ava Diarra, Benoit Gachet, Eric Beltrand, Julien Dartus, Caroline Loiez, Elise Fiaux, Pierre Patoz, Olivier Robineau, Eric Senneville
Publikováno v:
BMC Infectious Diseases, Vol 24, Iss 1, Pp 1-5 (2024)
Abstract Background Group B streptococci (Streptococcus agalactiae) (GBS) is a rare cause of prosthetic joint infection (PJI) occurring in patients with comorbidities and seems to be associated with a poor outcome. Depiction of GBS PJI is scarce in t
Externí odkaz:
https://doaj.org/article/3b7d84d909674a598cbdd9e532222bbf