Zobrazeno 1 - 10
of 13 979
pro vyhledávání: '"Mangold AS"'
In this paper, we present a novel analysis of FedAvg with constant step size, relying on the Markov property of the underlying process. We demonstrate that the global iterates of the algorithm converge to a stationary distribution and analyze its res
Externí odkaz:
http://arxiv.org/abs/2412.01389
As the exploration of digital behavioral data revolutionizes communication research, understanding the nuances of data collection methodologies becomes increasingly pertinent. This study focuses on one prominent data collection approach, web scraping
Externí odkaz:
http://arxiv.org/abs/2412.00479
Twistronics is studied intensively in twisted 2D heterostructures and its extension to trilayer moir\'e structures has proven beneficial for the tunability of unconventional correlated states and superconductivity in twisted trilayer graphene. Just r
Externí odkaz:
http://arxiv.org/abs/2411.03036
Autor:
Schwab, Julian, Neuhaus, Alexander, Dreher, Pascal, Tsesses, Shai, Cohen, Kobi, Mangold, Florian, Mantha, Anant, Frank, Bettina, Bartal, Guy, Heringdorf, Frank-J. Meyer zu, Davis, Timothy J., Giessen, Harald
The study of van der Waals heterostructures with an interlayer twist, known as "twistronics", has been instrumental in advancing contemporary condensed matter research. Most importantly, it has underpinned the emergence of a multitude of strongly-cor
Externí odkaz:
http://arxiv.org/abs/2411.03032
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.
Publikováno v:
IEEE Reviews in Biomedical Engineering, 2024
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