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stat.ML2015★ 11 cited
Clustering With Side Information: From a Probabilistic Model to a Deterministic Algorithm
Daniel Khashabi, John Wieting, Jeffrey Yufei Liu +1
In this paper, we propose a model-based clustering method (TVClust) that robustly incorporates noisy side information as soft-constraints and aims to seek a consensus between side…
stat.ML2013★ 1 cited
Heteroscedastic Relevance Vector Machine
Daniel Khashabi, Mojtaba Ziyadi, Feng Liang
In this work we propose a heteroscedastic generalization to RVM, a fast Bayesian framework for regression, based on some recent similar works. We use variational approximation and…