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stat.ML2013★ 1 cited
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…
stat.ML2013★ 3 cited
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…