ABSTRACT In knowledge‐based societies, withdrawal from doctoral education is often seen and spoken about as embarrassing, undesirable, and awkward. Emerging from complex conditions—a mix of profoundly personal factors and weighty contextual factors—withdrawal tends to be a silenced or shamed process, producing a layered dynamic of taboo upon taboo upon
Patrícia Alves +4 more
wiley +1 more source
Treatment Initiation Among Black and White Older Adults With Multiple Myeloma: A SEER-Medicare Analysis. [PDF]
LeBlanc MR +12 more
europepmc +1 more source
Social inequalities in cancer in Germany: a call to action. [PDF]
Sibert NT +18 more
europepmc +1 more source
Personalized Differential Privacy for Ridge Regression Under Output Perturbation
ABSTRACT The increased application of machine learning (ML) in sensitive domains requires protecting the training data through privacy frameworks, such as differential privacy (DP). Traditional DP enforces a uniform privacy level ε$$ \varepsilon $$, which bounds the maximum privacy loss that each data point in the dataset is allowed to incur.
Krishna Acharya +3 more
wiley +1 more source
On MAP Estimates and Source Conditions for Drift Identification in SDEs
ABSTRACT We consider the inverse problem of identifying the drift in an stochastic differential equation (SDE) from n$n$ observations of its solution at M+1$M+1$ distinct time points. We derive a corresponding maximum a posteriori (MAP) estimate, we prove differentiability properties as well as a so‐called tangential cone condition for the forward ...
Daniel Tenbrinck +3 more
wiley +1 more source
Quantifying the Nonclassicality of the Kirkwood-Dirac Quasiprobability Distribution Under Discrete-Time Dynamics. [PDF]
Ding Z, Zhou SQ.
europepmc +1 more source
ABSTRACT Data‐based learning of system dynamics allows model‐based control approaches to be applied to systems with partially unknown dynamics. Gaussian process regression is a preferred approach that outputs not only the learned system model but also the variance of the model, which can be seen as a measure of uncertainty.
Daniel Landgraf +2 more
wiley +1 more source
A multi-faceted analysis of disability and poverty in the Polokwane Local Municipality: A narrative review. [PDF]
Ramolobe KS.
europepmc +1 more source
Text Mining in Bibliometrics and Science Mapping: A Methodological Review
Text mining has become a foundational component of contemporary bibliometrics and science mapping, enabling systematic analysis of the semantic structure, thematic evolution, and cognitive organization of scientific fields. Integrating textual evidence with relational indicators enriches knowledge maps and supports more comprehensive, content‐sensitive
Michelangelo Misuraca
wiley +1 more source
Beyond the prescription: Global observations on the social implications of GLP-1 receptor agonists for weight loss. [PDF]
Jensen SD +5 more
europepmc +1 more source

