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pro vyhledávání: '"Cha Stephen"'
The recently introduced TabPFN pretrains an In-Context Learning (ICL) transformer on synthetic data to perform tabular data classification. As synthetic data does not share features or labels with real-world data, the underlying mechanism that contri
Externí odkaz:
http://arxiv.org/abs/2405.13396
Autor:
Breejen, Felix den, Bae, Sangmin, Cha, Stephen, Kim, Tae-Young, Koh, Seoung Hyun, Yun, Se-Young
While interests in tabular deep learning has significantly grown, conventional tree-based models still outperform deep learning methods. To narrow this performance gap, we explore the innovative retrieval mechanism, a methodology that allows neural n
Externí odkaz:
http://arxiv.org/abs/2311.07343
This survey focuses on categorizing and evaluating the methods of supernet optimization in the field of Neural Architecture Search (NAS). Supernet optimization involves training a single, over-parameterized network that encompasses the search space o
Externí odkaz:
http://arxiv.org/abs/2204.03916
Autor:
Xiao, Nianzhou, Starr, Michelle, Stolfi, Adrienne, Hamdani, Gilad, Hashmat, Shireen, Kiessling, Stefan G., Sethna, Christina, Kallash, Mahmoud, Matloff, Robyn, Woroniecki, Robert, Sanderson, Keia, Yamaguchi, Ikuyo, Cha, Stephen D., Semanik, Michael G., Chanchlani, Rahul, Flynn, Joseph T., Mitsnefes, Mark
Publikováno v:
In The Journal of Pediatrics January 2024 264
Autor:
Chaudhry Rajeev, Cha Stephen, Hanson Gregory J, Tung Ericka E, Crane Sarah J, Takahashi Paul Y
Publikováno v:
BMC Health Services Research, Vol 10, Iss 1, p 338 (2010)
Abstract Background The prevention of recurrent hospitalizations in the frail elderly requires the implementation of high-intensity interventions such as case management. In order to be practically and financially sustainable, these programs require
Externí odkaz:
https://doaj.org/article/42b57c3c65344e16a7144df32b2f8db9
Autor:
Spittell Peter C, Oh Jae K, Persinger Colleen M, Nadolny Anita M, Wahner-Roedler Dietlind L, Engen Deborah J, Loehrer Laura L, Cha Stephen S, Bauer Brent A
Publikováno v:
BMC Complementary and Alternative Medicine, Vol 10, Iss 1, p 50 (2010)
Abstract Background Cardiac sonographers frequently have work-related muscular discomfort. We aimed to assess the feasibility of having sonographers receive massages during working hours in an area adjacent to an echocardiography laboratory and to as
Externí odkaz:
https://doaj.org/article/73e8ae9dc9a7466693c71a3b0e052cdd
Autor:
Wahner-Roedler Dietlind, Johnson Ruth E, Sandhu Nicole P, Neal Lonzetta, Williams Constance I, Pruthi Sandhya, Crawford Brianna J, Ghosh Karthik, Britain Marcia K, Cha Stephen S, Ghosh Amit K
Publikováno v:
BMC Women's Health, Vol 8, Iss 1, p 18 (2008)
Abstract Background Breast cancer risk education enables women make informed decisions regarding their options for screening and risk reduction. We aimed to determine whether patient education regarding breast cancer risk using a bar graph, with or w
Externí odkaz:
https://doaj.org/article/01d0f0b6ee7846db9d86884f638e4667
Autor:
Nienaber, Jeffrey J., Smith, Carin Y., Cha, Stephen, Correa, Mateus, Rowse, Phillip G., Bailey, Kent R., Kalra, Manju
Publikováno v:
In Mayo Clinic Proceedings May 2022 97(5):919-930
Autor:
Van Woerkom, Ryan C., Lester, Steven J., Demaerschalk, Bart M., LaBanc, Austin J., Davis, Megan L., Coakley, Maria F., Cha, Stephen S., Wilansky, Susan
Publikováno v:
In The American Journal of Cardiology 15 December 2018 122(12):2142-2146
Autor:
Chen, Christina Y., Naessens, James M., Takahashi, Paul Y., McCoy, Rozalina G., Borah, Bijan J., Borkenhagen, Lynn S., Kimeu, Ashley K., Rojas, Ricardo L., Johnson, Matt G., Visscher, Sue L., Cha, Stephen S., Thorsteinsdottir, Bjorg, Hanson, Gregory J.
Publikováno v:
In Journal of Pain and Symptom Management December 2018 56(6):928-935