https://dasya.itu.dk/tags/meta-research/ Recent content in meta-research on DASYA Hugo -- gohugo.io en-us © DASYA, IT University of Copenhagen Fri, 22 Nov 2024 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/current/vs-similarity/ Fri, 22 Nov 2024 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/current/vs-similarity/ Machine learning methods are often evaluated on benchmark datasets, in computer vision, medical imaging, NLP and other fields. In such evaluation, researchers often describe the data as being: representative, for example based on the distribution of ages of the patients mirroring the world population, similar, for example because both dataset contain pictures of animals diverse, for example because data was collected from multiple countries Recent research shows, the concepts of representativity, similarity, and diversity, are not strictly defined, and different notions might be used by different researchers.