Zobrazeno 1 - 10
of 3 421
pro vyhledávání: '"P. Dryden"'
Communication overhead is a key challenge in distributed deep learning, especially on slower Ethernet interconnects, and given current hardware trends, communication is likely to become a major bottleneck. While gradient compression techniques have b
Externí odkaz:
http://arxiv.org/abs/2411.16462
Autor:
Zhuang, Chen, Chen, Peng, Liu, Xin, Yokota, Rio, Dryden, Nikoli, Endo, Toshio, Matsuoka, Satoshi, Wahib, Mohamed
Graph Convolutional Networks (GCNs) are widely used in various domains. However, training distributed full-batch GCNs on large-scale graphs poses challenges due to inefficient memory access patterns and high communication overhead. This paper present
Externí odkaz:
http://arxiv.org/abs/2411.16025
We explore the Steklov eigenvalue problem on convex polygons, focusing mainly on the inverse Steklov problem. Our primary finding reveals that, for almost all convex polygonal domains, there exist at most finitely many non-congruent domains with the
Externí odkaz:
http://arxiv.org/abs/2408.01529
Autor:
Carrington, Rachel J., Dryden, Ian L., Ellis, Madeleine, Goulding, James O., Preston, Simon P., Sirl, David J.
Mapping deprivation in urban areas is important, for example for identifying areas of greatest need and planning interventions. Traditional ways of obtaining deprivation estimates are based on either census or household survey data, which in many are
Externí odkaz:
http://arxiv.org/abs/2403.09014
Photonic computing has the potential of harnessing the full degrees of freedom (DOFs) of the light field, including wavelength, spatial mode, spatial location, phase quadrature, and polarization, to achieve higher level of computation parallelization
Externí odkaz:
http://arxiv.org/abs/2401.10218
Autor:
Teterwak, Piotr, Nelson, Soren, Dryden, Nikoli, Bashkirova, Dina, Saenko, Kate, Plummer, Bryan A.
Neural parameter allocation search (NPAS) automates parameter sharing by obtaining weights for a network given an arbitrary, fixed parameter budget. Prior work has two major drawbacks we aim to address. First, there is a disconnect in the sharing pat
Externí odkaz:
http://arxiv.org/abs/2312.01274
Autor:
Gann, K. R., Pieczulewski1, N., Gorsak, C. A., Heinselman, K., Asel, T. J., Noesges, B. A., Smith, K. T., Dryden, D. M., Xing, H. G., Nair, H. P., Muller, D. A., Thompson, M. O.
Optimizing thermal anneals of Si-implanted $\beta$-Ga$_2$O$_3$ is critical for low resistance contacts and selective area doping. We report the impact of annealing ambient, temperature, and time on activation of room temperature ion-implanted Si in $
Externí odkaz:
http://arxiv.org/abs/2311.00821
Autor:
Sweta Ghosh, Rajbir Singh, Tanu Jain Goap, Omprakash Sunnapu, Zachary M. Vanwinkle, Hong Li, Syam P. Nukavarapu, Gerald W. Dryden, Bodduluri Haribabu, Praveen Kumar Vemula, Venkatakrishna Rao Jala
Publikováno v:
Journal of Nanobiotechnology, Vol 22, Iss 1, Pp 1-20 (2024)
Abstract Inflammatory bowel disease (IBD) treatment often involves systemic administration of anti-inflammatory drugs or biologics such as anti-TNF-α antibodies. However, current drug therapies suffer from limited efficacy due to unresponsiveness an
Externí odkaz:
https://doaj.org/article/c20555755e4b4f14b26bde958ff2edad
Autor:
Sonia Rupcic, Ming Z. Tam, Kathryn L. DeLaughter, Allen L. Gifford, Anna M. Barker, Barbara G. Bokhour, Chris Xu, Eileen Dryden, Ekaterina Anderson, Guneet K. Jasuja, Jacqueline Boudreau, Jamie H. Douglas, Justeen Hyde, Reagan Mozer, Steven B. Zeliadt, Gemmae M. Fix
Publikováno v:
BMC Health Services Research, Vol 24, Iss 1, Pp 1-10 (2024)
Abstract Background Since 2013, the Veterans Health Administration (VHA) has advanced a person-centered, Whole Health (WH) System of Care, a shift from a disease-oriented system to one that prioritizes “what matters most” to patients in their liv
Externí odkaz:
https://doaj.org/article/6e91fc8631fc4b0e8f3700b02cd97ad5
Autor:
Bazinska, Julia, Ivanov, Andrei, Ben-Nun, Tal, Dryden, Nikoli, Besta, Maciej, Shen, Siyuan, Hoefler, Torsten
Graph Neural Networks (GNNs) are a powerful tool for handling structured graph data and addressing tasks such as node classification, graph classification, and clustering. However, the sparse nature of GNN computation poses new challenges for perform
Externí odkaz:
http://arxiv.org/abs/2308.12093