Zobrazeno 1 - 10
of 10 115
pro vyhledávání: '"Gürel A"'
Autor:
Okanovic, Patrik, Kirsch, Andreas, Kasper, Jannes, Hoefler, Torsten, Krause, Andreas, Gürel, Nezihe Merve
We introduce MODEL SELECTOR, a framework for label-efficient selection of pretrained classifiers. Given a pool of unlabeled target data, MODEL SELECTOR samples a small subset of highly informative examples for labeling, in order to efficiently identi
Externí odkaz:
http://arxiv.org/abs/2410.13609
Autor:
Aysun Ata, Gürel Arı, Hafize Işıklar, Günay Demir, Yasemin Atik Altınok, Betül Ersoy, Samim Özen, Şükran Darcan, Damla Gökşen
Publikováno v:
Journal of Pediatric Research, Vol 8, Iss 3, Pp 303-308 (2021)
Aim:Glycemic variability can be affected in diabetes camps as a result of sports, social activities and nutrition. Close glucose monitoring is necessary to reduce glycemic variability, especially hypoglycemia. The aim assessment of glycemic variabili
Externí odkaz:
https://doaj.org/article/015763b8cea5445d9032977d00f5de36
Autor:
Ustun-Alkan Fulya, Bakırel Tülay, Üstüner Oya, Anlas Ceren, Cinar Suzan, Yıldırım Funda, Gürel Aydın
Publikováno v:
Journal of Veterinary Research, Vol 65, Iss 3, Pp 351-359 (2021)
Masitinib mesylate, a selective tyrosine kinase inhibitor of the c-KIT receptor, is used for the treatment of mast cell tumours in dogs. Masitinib has previously been investigated in various cancers; however, its potential anticancer effect in canine
Externí odkaz:
https://doaj.org/article/e5a95e99570e445c9bb3b60059c49bc8
Federated learning (FL) has emerged as a prominent method for collaboratively training machine learning models using local data from edge devices, all while keeping data decentralized. However, accounting for the quality of data contributed by local
Externí odkaz:
http://arxiv.org/abs/2409.02189
Autor:
Gürel, Kazım Tolga, author
Publikováno v:
Children and Youth in Armed Conflict: Responses, Resistance, and Portrayal in Media
Conformal prediction has shown spurring performance in constructing statistically rigorous prediction sets for arbitrary black-box machine learning models, assuming the data is exchangeable. However, even small adversarial perturbations during the in
Externí odkaz:
http://arxiv.org/abs/2403.11348
Despite the impressive capabilities of large language models (LLMs) across diverse applications, they still suffer from trustworthiness issues, such as hallucinations and misalignments. Retrieval-augmented language models (RAG) have been proposed to
Externí odkaz:
http://arxiv.org/abs/2402.03181
The limit $q$-Durrmeyer operator, $D_{\infty,q},$ was introduced and its approximation properties were investigated by V. Gupta in 2008 during a study of $q$-analogues for the Bernstein-Durrmeyer operator. In the present work, this operator is invest
Externí odkaz:
http://arxiv.org/abs/2401.01109
Autor:
Oala, Luis, Maskey, Manil, Bat-Leah, Lilith, Parrish, Alicia, Gürel, Nezihe Merve, Kuo, Tzu-Sheng, Liu, Yang, Dror, Rotem, Brajovic, Danilo, Yao, Xiaozhe, Bartolo, Max, Rojas, William A Gaviria, Hileman, Ryan, Aliment, Rainier, Mahoney, Michael W., Risdal, Meg, Lease, Matthew, Samek, Wojciech, Dutta, Debojyoti, Northcutt, Curtis G, Coleman, Cody, Hancock, Braden, Koch, Bernard, Tadesse, Girmaw Abebe, Karlaš, Bojan, Alaa, Ahmed, Dieng, Adji Bousso, Noy, Natasha, Reddi, Vijay Janapa, Zou, James, Paritosh, Praveen, van der Schaar, Mihaela, Bollacker, Kurt, Aroyo, Lora, Zhang, Ce, Vanschoren, Joaquin, Guyon, Isabelle, Mattson, Peter
Drawing from discussions at the inaugural DMLR workshop at ICML 2023 and meetings prior, in this report we outline the relevance of community engagement and infrastructure development for the creation of next-generation public datasets that will adva
Externí odkaz:
http://arxiv.org/abs/2311.13028
Publikováno v:
BMC Medical Education, Vol 24, Iss 1, Pp 1-8 (2024)
Abstract Background While reflection skills have been extensively studied in undergraduate medical education, research on the reflection skills of residents remains limited in the Turkish literature. Therefore, a two-phase study was conducted. In the
Externí odkaz:
https://doaj.org/article/537bb29abd754593b423a397845fbe64