2 citations · 2 across the 2 of their papers we have counts for
3 papers
Probabilistic Combination of Classifier and Cluster Ensembles for Non-transductive Learning
Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh +2
Unsupervised models can provide supplementary soft constraints to help classify new target data under the assumption that similar objects in the target set are more likely to share…
An Optimization Framework for Semi-Supervised and Transfer Learning using Multiple Classifiers and Clusterers
Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh +1
Unsupervised models can provide supplementary soft constraints to help classify new, "target" data since similar instances in the target set are more likely to share the same class…
A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles
Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh
This paper introduces a privacy-aware Bayesian approach that combines ensembles of classifiers and clusterers to perform semi-supervised and transductive learning. We consider scen…