Zobrazeno 1 - 10
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pro vyhledávání: '"A, Mangold"'
In this paper, we present the Federated Upper Confidence Bound Value Iteration algorithm ($\texttt{Fed-UCBVI}$), a novel extension of the $\texttt{UCBVI}$ algorithm (Azar et al., 2017) tailored for the federated learning framework. We prove that the
Externí odkaz:
http://arxiv.org/abs/2410.22908
Autor:
Mancini, Lorenzo, Labbi, Safwan, Meraim, Karim Abed, Boukhalfa, Fouzi, Durmus, Alain, Mangold, Paul, Moulines, Eric
Vehicle-to-everything (V2X) communication technology is revolutionizing transportation by enabling interactions between vehicles, devices, and infrastructures. This connectivity enhances road safety, transportation efficiency, and driver assistance s
Externí odkaz:
http://arxiv.org/abs/2410.20687
We introduce Chronoblox, a system for visualizing dynamic graphs. Chronoblox consists of a chronophotography of a sequence of graph snapshots based on a single embedding space common to all time periods. The goal of Chronoblox is to project all snaps
Externí odkaz:
http://arxiv.org/abs/2405.07506
Autor:
Lepère, Muriel, Browet, Olivier, Clément, Jean, Vispoel, Bastien, Allmendinger, Pitt, Hayden, Jakob, Eigenmann, Florian, Hugi, Andreas, Mangold, Markus
Publikováno v:
Journal of Quantitative Spectroscopy and Radiative Transfer, Volume 287, 108239 (2022)
To meet the challenges of high-resolution molecular spectroscopy, increasingly sophisticated spectroscopic techniques were developed. For a long time FTIR and laser-based spectroscopies were used for these studies. The recent development of dual-comb
Externí odkaz:
http://arxiv.org/abs/2403.02720
Autor:
Mangold, Paul, Samsonov, Sergey, Labbi, Safwan, Levin, Ilya, Alami, Reda, Naumov, Alexey, Moulines, Eric
In this paper, we analyze the sample and communication complexity of the federated linear stochastic approximation (FedLSA) algorithm. We explicitly quantify the effects of local training with agent heterogeneity. We show that the communication compl
Externí odkaz:
http://arxiv.org/abs/2402.04114
Autor:
Lahr, Isaiah, Alfasly, Saghir, Nejat, Peyman, Khan, Jibran, Kottom, Luke, Kumbhar, Vaishnavi, Alsaafin, Areej, Shafique, Abubakr, Hemati, Sobhan, Alabtah, Ghazal, Comfere, Nneka, Murphee, Dennis, Mangold, Aaron, Yasir, Saba, Meroueh, Chady, Boardman, Lisa, Shah, Vijay H., Garcia, Joaquin J., Tizhoosh, H. R.
Searching for similar images in archives of histology and histopathology images is a crucial task that may aid in patient matching for various purposes, ranging from triaging and diagnosis to prognosis and prediction. Whole slide images (WSIs) are hi
Externí odkaz:
http://arxiv.org/abs/2401.03271
Autor:
Mangold, Lena, Roth, Camille
Publikováno v:
Commun Phys 7, 331 (2024)
Network analysis is often enriched by including an examination of node metadata. In the context of understanding the mesoscale of networks it is often assumed that node groups based on metadata and node groups based on connectivity patterns are intri
Externí odkaz:
http://arxiv.org/abs/2311.18705
Autor:
Nejat, Peyman, Alsaafin, Areej, Alabtah, Ghazal, Comfere, Nneka, Mangold, Aaron, Murphree, Dennis, Zot, Patricija, Yasir, Saba, Garcia, Joaquin J., Tizhoosh, H. R.
Patching gigapixel whole slide images (WSIs) is an important task in computational pathology. Some methods have been proposed to select a subset of patches as WSI representation for downstream tasks. While most of the computational pathology tasks ar
Externí odkaz:
http://arxiv.org/abs/2310.03106
Autor:
Alfasly, Saghir, Nejat, Peyman, Hemati, Sobhan, Khan, Jibran, Lahr, Isaiah, Alsaafin, Areej, Shafique, Abubakr, Comfere, Nneka, Murphree, Dennis, Meroueh, Chady, Yasir, Saba, Mangold, Aaron, Boardman, Lisa, Shah, Vijay, Garcia, Joaquin J., Tizhoosh, H. R.
Recently, several studies have reported on the fine-tuning of foundation models for image-text modeling in the field of medicine, utilizing images from online data sources such as Twitter and PubMed. Foundation models are large, deep artificial neura
Externí odkaz:
http://arxiv.org/abs/2309.11510
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract Non-syndromic cleft lip with/without cleft palate (nsCL/P) is one of the most common birth defects and has a multifactorial etiology. To date, over 45 loci harboring common risk variants have been identified. However, the effector genes at t
Externí odkaz:
https://doaj.org/article/bea85db0716543f6b61fd3d3a9b82efe
