Results 111 to 120 of about 14,505 (295)
Aleatoric and Epistemic Uncertainty in Conformal Prediction. [PDF]
Recently, there has been a particular interest in distinguishing different types of uncertainty in supervised machine learning (ML) settings (Hullermeier and Waegeman, 2021).
Sale, Yusuf +2 more
openaire +4 more sources
Quantifying Epistemic Uncertainty in Diffusion Models
CoRRTo ensure high quality outputs, it is important to quantify the epistemic uncertainty of diffusion models. Existing methods are often unreliable because they mix epistemic and aleatoric uncertainty. We introduce a method based on Fisher information that explicitly isolates epistemic variance, producing more reliable plausibility scores for generated ...
Aditi Gupta +4 more
openaire +2 more sources
Australian Journal of Social Issues, EarlyView.ABSTRACT Aboriginal and Torres Strait Islander people are the oldest living custodians in the world. However, Australian identity has been purposefully established to exclude Aboriginal and Torres Strait Islander people, contributing to systemic oppression and harmful consequences. Understanding the perspectives and experiences of Aboriginal and Torres
Jack Farrugia, Jonathan Bullen
wiley +1 more source
The impact of family interview on the relationship between medical students and their silent mentor
Anatomical Sciences Education, EarlyView.Abstract The gross anatomy laboratory course often triggers significant negative emotions in medical students during dissection. While various pedagogical interventions aim to alleviate psychological burden, the fundamental question of how students' perceptions of donors evolve throughout the course remains underexplored.
Po‐Fang Tsai +2 more
wiley +1 more source
Cohesion: A Measure of Organisation and Epistemic Uncertainty of Incoherent Ensembles. [PDF]
Entropy (Basel), 2023 Davey T.
europepmc +1 more source
Anatomical Sciences Education, EarlyView.Abstract Application of three‐dimensional anatomical knowledge is essential for patient examination, diagnosis, and treatment and is crucial in the training of medical and healthcare students. Moreover, critical observation and spatial awareness are vital for learner understanding of three‐dimensional anatomical structures and relationships.
Jiayi Zhang +5 more
wiley +1 more source
Benchmarking Scalable Epistemic Uncertainty Quantification in Organ Segmentation. [PDF]
Uncertain Safe Util Mach Learn Med Imaging (2023), 2023 Adams J, Elhabian SY.
europepmc +1 more source
Journal of the Association for Information Science and Technology, EarlyView.Abstract Caste—an ascriptive social hierarchy in South Asia and its diaspora—is a globalized phenomenon. Recent caste‐based discrimination, particularly in technology companies and anti‐caste efforts to address it, has compelled academia, policy, and the technology industry to better understand contemporary mechanics of caste.
Nayana Kirasur, Britt Paris
wiley +1 more source
Similarity-Based Remaining Useful Lifetime Prediction Method Considering Epistemic Uncertainty. [PDF]
Sensors (Basel), 2023 Wu W, Zou T, Zhang L, Wang K, Li X.
europepmc +1 more source
Sleep‐trackers in the wild: A faceted taxonomy for information and interaction design
Journal of the Association for Information Science and Technology, EarlyView.Abstract Consumer‐grade sleep‐tracking technologies (CSTs) have brought sleep into everyday data practices, reframing it from a clinical concern into a site of personal optimization and reflection. Yet existing taxonomies of sleep‐tracking often medicalize users and overlook the complexity of sleep‐tracking technologies. This paper presents SleepTax, a
Sanonda Datta Gupta +2 more
wiley +1 more source