13 citations · 20 across the 4 of their papers we have counts for
4 papers
Coupling weak and strong supervision for classification of prostate cancer histopathology images
Eirini Arvaniti, Manfred Claassen
Automated grading of prostate cancer histopathology images is a challenging task, with one key challenge being the scarcity of annotations down to the level of regions of interest…
matLeap: A fast adaptive Matlab-ready tau-leaping implementation suitable for Bayesian inference
Justin Feigelman, Stefan Ganscha, Manfred Claassen
Background: Species abundance distributions in chemical reaction network models cannot usually be computed analytically. Instead, stochas- tic simulation algorithms allow sample fr…
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification
Venelin Mitov, Manfred Claassen
Multi-task learning has shown to significantly enhance the performance of multiple related learning tasks in a variety of situations. We present the fused logistic regression, a sp…
Markov Network Structure Learning via Ensemble-of-Forests Models
Eirini Arvaniti, Manfred Claassen
Real world systems typically feature a variety of different dependency types and topologies that complicate model selection for probabilistic graphical models. We introduce the ens…