Zobrazeno 1 - 10
of 16
pro vyhledávání: '"Adam Dziedzic"'
Autor:
Congyu Fang, Adam Dziedzic, Lin Zhang, Laura Oliva, Amol Verma, Fahad Razak, Nicolas Papernot, Bo Wang
Publikováno v:
EBioMedicine, Vol 101, Iss , Pp 105006- (2024)
Summary: Background: Machine Learning (ML) has demonstrated its great potential on medical data analysis. Large datasets collected from diverse sources and settings are essential for ML models in healthcare to achieve better accuracy and generalizabi
Externí odkaz:
https://doaj.org/article/a4339587684a45138530983b0f66431f
Publikováno v:
IEEE Open Journal of Vehicular Technology, Vol 1, Pp 173-189 (2020)
The application of Machine Learning (ML) techniques to complex engineering problems has proved to be an attractive and efficient solution. ML has been successfully applied to several practical tasks like image recognition, automating industrial opera
Externí odkaz:
https://doaj.org/article/73e10cbf5b934d428b3fc2ea35887a73
Autor:
Michael J. Franklin, Rui Liu, John Paparrizos, Zechao Shang, Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore
Publikováno v:
ACM SIGOPS Operating Systems Review. 53:1-6
The computational demands of modern AI techniques are immense, and as the number of practical applications grows, there will be an increasing burden on shared computing infrastructure. We envision a forthcoming era of "AI Systems" research where redu
Autor:
Arnold Y.L. Wong, Bryce A. Basques, Sapan D. Gandhi, Alejandro Espinoza-Orias, Mohamad Parnianpour, Philip K. Louie, Dino Samartzis, Remy Lee, Garrett K. Harada, Adam Dziedzic, Howard S. An
Publikováno v:
Journal of orthopaedic research : official publication of the Orthopaedic Research SocietyREFERENCES. 39(8)
Early onset adjacent segment degeneration (ASD) can be found within six months after anterior cervical discectomy and fusion (ACDF). Deficits in deep paraspinal neck muscles may be related to early onset ASD. This study aimed to determine whether the
Publikováno v:
ACL
Although pretrained Transformers such as BERT achieve high accuracy on in-distribution examples, do they generalize to new distributions? We systematically measure out-of-distribution (OOD) generalization for seven NLP datasets by constructing a new
Publikováno v:
ICNC
According to the LTE-U Forum specification, a LTE-U base-station (BS) reduces its duty cycle from 50% to 33% when it senses an increase in the number of co-channel Wi-Fi basic service sets (BSSs) from one to two. The detection of the number of Wi-Fi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5627eea262cd71ed28b874f92d7f1029
http://arxiv.org/abs/1911.09292
http://arxiv.org/abs/1911.09292
Publikováno v:
Aaron Elmore
The convolutional layers are core building blocks of neural network architectures. In general, a convolutional filter applies to the entire frequency spectrum of the input data. We explore artificially constraining the frequency spectra of these filt
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d9004b10e215830f079248db56ff7041
http://arxiv.org/abs/1911.09287
http://arxiv.org/abs/1911.09287
Publikováno v:
SIGMOD Conference
Commercial DBMSs, such as Microsoft SQL Server, cater to diverse workloads including transaction processing, decision support, and operational analytics. They also support variety in physical design structures such as B+ tree and columnstore. The ben
Autor:
Samuel Madden, Jeremy Kepner, Kyle O'Brien, Timothy G. Mattson, Vijay Gadepally, Michael Stonebraker, Zuohao She, Jennie Rogers, Aaron J. Elmore, Adam Dziedzic
Publikováno v:
HPEC
A polystore system is a database management system composed of integrated heterogeneous database engines and multiple programming languages. By matching data to the storage engine best suited to its needs, complex analytics run faster and flexible st
Publikováno v:
HPEC
Ever increasing data size and new requirements in data processing has fostered the development of many new database systems. The result is that many data-intensive applications are underpinned by different engines. To enable data mobility there is a