73 citations · 74 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Uncertainty-Aware Generative Oversampling Using an Entropy-Guided Conditional Variational Autoencoder
Amirhossein Zare, Amirhessam Zare, Parmida Sadat Pezeshki +5
Class imbalance remains a major challenge in machine learning, especially for high-dimensional biomedical data where nonlinear manifold structures dominate. Traditional oversamplin…
q-bio.PE2014★ 73 cited
The value of monitoring to control evolving populations
Andrej Fischer, Ignacio Vazquez-Garcia, Ville Mustonen
Populations can evolve in order to adapt to external changes. The capacity to evolve and adapt makes successful treatment of infectious diseases and cancer difficult. Indeed, thera…