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admixture model

6 papers

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topic model (4) topic modeling (3) latent dirichlet allocation (3) sample complexity (2) text mining (2) deep generative model (1) stochastic variational update (1) tensor method (1) network embedding (1) sound change (1)

Papers

Near-optimal sample complexity bounds for learning Latent $k-$polytopes and applications to Ad-Mixtures ICML 2020 Toward a deep dialectological representation of Indo-Aryan NAACL 2019 Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs NeurIPS 2014 Topic-Partitioned Multinetwork Embeddings NeurIPS 2012