Zobrazeno 1 - 10
of 10 114
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
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
Autor:
Nil Gürel, Mustafa Sami Mencet
Publikováno v:
Medya ve Din Araştırmaları Dergisi, Iss Special Issue 1, Pp 219-251 (2024)
Although the era of secularism, which promised that human beings could build the truth, was not over, the trend towards mystical and paranormal beliefs grew, as did the spread of new forms of religion and the dominance of postmodernity-specific confu
Externí odkaz:
https://doaj.org/article/848d3c8f1b9a41c0b17007764bd08d53
Autor:
Erman Caner Bulut, Deniz Erol Kutucu, Savaş Üstünova, Mehmet Ağırbaşlı, Huri Dedeakayoğulları, Çağatay Tarhan, Ayşegül Kapucu, Berrak Ç. Yeğen, Cihan Demirci Tansel, Ebru Gürel Gürevin
Publikováno v:
Experimental Physiology, Vol 109, Iss 11, Pp 1882-1895 (2024)
Abstract Hyperglycaemia, hyperlipidaemia, hypertension and obesity are the main risk factors affecting the development and prognosis of ischaemic heart disease, which is still an important cause of death today. In our study, male Sprague–Dawley rat
Externí odkaz:
https://doaj.org/article/a40ae1cf10994dc8bb1bd4a36078b1dc