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检索条件"机构=Department of Computer Science and Program in Statistical and Data Sciences"
301 条 记 录,以下是71-80 订阅
A SHEAF-THEORETIC CONSTRUCTION OF SHAPE SPACE
arXiv
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arXiv 2022年
作者: Arya, Shreya Curry, Justin Mukherjee, Sayan Department of Mathematics Duke University DurhamNC United States Department of Mathematics and Statistics University at Albany SUNY AlbanyNY United States Department of Statistical Science Mathematics Computer Science Biostatistics & Bioinformatics Duke University DurhamNC United States Center for Scalable Data Analytics and Artificial Intelligence Universität Leipzig The Max Planck Institute for Mathematics in the Natural Sciences Leipzig Germany
We present a sheaf-theoretic construction of shape space-the space of all shapes. We do this by describing a homotopy sheaf on the poset category of constructible sets, where each set is mapped to its Persistent Homol... 详细信息
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Improving structure evaluation through automatic hierarchy expansion  20
Improving structure evaluation through automatic hierarchy e...
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20th International Society for Music Information Retrieval Conference, ISMIR 2019
作者: McFee, Brian Kinnaird, Katherine M. Music and Audio Research Lab Center for Data Science New York University United States Department of Computer Science Statistical and Data Sciences Program Smith College United States
Structural segmentation is the task of partitioning a recording into non-overlapping time intervals, and labeling each segment with an identifying marker such as A, B, or verse. Hierarchical structure annotation expan... 详细信息
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Adaptive Curriculum Learning for Semi-supervised Segmentation of 3D CT-Scans  28th
Adaptive Curriculum Learning for Semi-supervised Segmentati...
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28th International Conference on Neural Information Processing, ICONIP 2021
作者: Nartey, Obed Tettey Yang, Guowu Agyapong, Dorothy Araba Yakoba Wu, JinZhao Sarpong, Asare K. Frempong, Lady Nadia Big Data Research Center School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu611731 China The School of Computer Science and Electronic Information Guangxi University Nanning530004 China Biomedical Engineering Program Kwame Nkrumah University of Science and Technology Kumasi Ghana School of Information and Software Engineering University of Electronic Science and Technology of China Chengdu China School of Medicine Department of Radiology and Imaging Sciences Emory University 1364 Clitton Rd. AtlantaGA30322 United States
Semi-supervised learning algorithms make use of both labelled training data and unlabelled data. However, the visual domain gap between these sets poses a challenge which prevents deep learning models from obtaining t... 详细信息
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Empowering Biomedical Discovery with AI Agents
arXiv
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arXiv 2024年
作者: Gao, Shanghua Fang, Ada Huang, Yepeng Giunchiglia, Valentina Noori, Ayush Schwarz, Jonathan Richard Ektefaie, Yasha Kondic, Jovana Zitnik, Marinka Department of Biomedical Informatics Harvard Medical School BostonMA United States Department of Chemistry and Chemical Biology Harvard University CambridgeMA United States Program in Biological and Biomedical Sciences Harvard Medical School BostonMA United States Department of Brain Sciences Imperial College London London United Kingdom Harvard College CambridgeMA United States Program in Biomedical Informatics Harvard Medical School BostonMA United States Department of Electrical Engineering and Computer Science MIT CambridgeMA United States Kempner Institute for the Study of Natural and Artificial Intelligence Harvard University MA United States Broad Institute of MIT and Harvard CambridgeMA United States Harvard Data Science Initiative CambridgeMA United States
We envision "AI scientists" as systems capable of skeptical learning and reasoning that empower biomedical research through collaborative agents that integrate AI models and biomedical tools with experimenta... 详细信息
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Network Intrusion Detection System Using Principal Component Analysis Algorithm and Decision Tree Classifier
Network Intrusion Detection System Using Principal Component...
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International Conference on Computational science and Computational Intelligence (CSCI)
作者: Oyeyemi Osho Sungbum Hong Tor A. Kwembe Department of Computational Data-Enabled Science and Engineering(CDS&#x0026 E) Jackson State University Jackson MS USA Department of Electrical &#x0026 Computer Engineering and Computer Science Jackson State University Jackson MS USA Department of Mathematics &#x0026 Statistical Sciences Jackson State University Jackson MS USA
Network Intrusion Detection Systems (IDS) have become expedient for network security and ensures the safety of all connected devices. Network Intrusion Detection System (IDS) alludes to observing network data informat... 详细信息
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Streamlines in the Two-Dimensional Spreading of a Thin Fluid Film: Blowing and Suction Velocity Proportional to the Height
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Journal of Applied Mathematics and Physics 2021年 第11期9卷 2114-2151页
作者: N. Modhien D. P. Mason E. Momoniat School of Computer Science and Applied Mathematics DST-NRF Centre of Excellence in Mathematical and Statistical Sciences University of the Witwatersrand Johannesburg South Africa Data Science across Disciplines Research Group Institute for the Future of Knowledge University of Johannesburg and Department of Mathematics and Applied Mathematics University of Johannesburg Johannesburg South Africa
The two-dimensional spreading under gravity of a thin fluid film with suction (fluid leak-off) or blowing (fluid injection) at the base is considered. The thin fluid film approximation is imposed. The height of the th... 详细信息
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Unbiased Estimation Using a Class of Diffusion Processes
SSRN
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SSRN 2022年
作者: Ruzayqat, Hamza Beskos, Alexandros Crisan, Dan Jasra, Ajay Kantas, Nikolas Applied Mathematics and Computational Science Program Computer Electrical and Mathematical Sciences and Engineering Division King Abdullah University of Science and Technology Thuwal23955-6900 Saudi Arabia Department of Statistical Science University College London LondonWC1E 6BT United Kingdom Department of Mathematics Imperial College London LondonSW7 2AZ United Kingdom
We study the problem of unbiased estimation of expectations with respect to (w.r.t.) π a given, general probability measure on (Rd,B(Rd)) that is absolutely continuous with respect to a standard Gaussian measure. We ... 详细信息
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Parameter estimation and uncertainty quantification using information geometry
arXiv
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arXiv 2021年
作者: Sharp, Jesse A. Browning, Alexander P. Burrage, Kevin Simpson, Matthew J. School of Mathematical Sciences Queensland University of Technology Brisbane Australia ARC Centre of Excellence for Mathematical and Statistical Frontiers QUT Australia Department of Computer Science University of Oxford Oxford United Kingdom QUT Centre for Data Science QUT Australia
In this work we: (1) review likelihood-based inference for parameter estimation and the construction of confidence regions;and, (2) explore the use of techniques from information geometry, including geodesic curves an... 详细信息
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CONCENTRATION INEQUALITIES AND OPTIMAL NUMBER OF LAYERS FOR STOCHASTIC DEEP NEURAL NETWORKS
arXiv
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arXiv 2022年
作者: Caprio, Michele Mukherjee, Sayan PRECISE Center Department of Computer and Information Science University of Pennsylvania 3330 Walnut Street PhiladelphiaPA19104 United States Center for Scalable Data Analytics and Artificial Intelligence Universität Leipzig Humboldtstraße 25 Leipzig04105 Germany The Max Planck Institute for Mathematics in the Sciences Inselstraße 22 Leipzig04103 Germany Departments of Statistical Science Mathematics Computer Science and Biostatistics & Bioinformatics Duke University DurhamNC27708 United States
We state concentration inequalities for the output of the hidden layers of a stochastic deep neural network (SDNN), as well as for the output of the whole SDNN. These results allow us to introduce an expected classifi... 详细信息
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Cholesterol allosteric modulation of the oxytocin receptor
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Biophysical Journal 2025年 第12期124卷 1930-1943页
作者: Marlow, Brennica Vogel, Alexander Kuenze, Georg Pankonin, Maik Reinhardt, Franziska Stadler, Peter F. Hildebrand, Peter W. Meiler, Jens Center for Structural Biology Vanderbilt University Nashville TN United States Institute for Drug Discovery Medical Faculty Leipzig University Leipzig Germany Center for Scalable Data Analytics and Artificial Intelligence ScaDS.AI Leipzig University Leipzig Germany Interdisciplinary Center for Bioinformatics Leipzig University Leipzig Germany Chemical and Physical Biology Program Vanderbilt University Nashville TN United States Department of Chemistry Vanderbilt University Nashville TN United States Institute of Medical Physics and Biophysics Medical Faculty Leipzig University Leipzig Germany Bioinformatics Group Institute of Computer Science Interdisciplinary Center of Bioinformatics Leipzig University Leipzig Germany Max-Planck-Institute for Mathematics in the Sciences Leipzig Germany Institute of Theoretical Chemistry University of Vienna Wien Austria Facultad de Ciencias Universidad National de Colombia Sede Bogota Colombia Santa Fe Institute New Mexico Santa Fe Mexico
G-protein coupled receptors are critical components in cellular signaling, mediating various physiological responses to external stimuli. Here, we investigate the intricate relationship between cholesterol and the oxy...
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