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Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization.

, и . AIST, том 436 из Communications in Computer and Information Science, стр. 29-46. Springer, (2014)

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Valeriy Vorontsov

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V Ustinov

 

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Hierarchical Interpretable Topical Embeddings for Exploratory Search and Real-Time Document Tracking., и . Int. J. Embed. Real Time Commun. Syst., 11 (4): 134-152 (2020)Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks., , и . CoRR, (2017)Improving the Quality of Machine Translation Using the Reverse Model., и . Autom. Remote. Control., 83 (12): 1897-1907 (декабря 2022)Robust PLSA Performs Better Than LDA., и . ECIR, том 7814 из Lecture Notes in Computer Science, стр. 784-787. Springer, (2013)Optimizing Modality Weights in Topic Models of Transactional Data., и . Autom. Remote. Control., 83 (12): 1908-1922 (декабря 2022)Foreword of the Program Committee of the Conference "Mathematical Pattern Recognition Methods"., , , , , и . Autom. Remote. Control., 83 (10): 1491-1495 (2022)Sharpness Estimation of Combinatorial Generalization Ability Bounds for Threshold Decision Rules., и . Autom. Remote. Control., 82 (5): 863-876 (2021)Regularized Multimodal Hierarchical Topic Model for Document-by-Document Exploratory Search., и . FRUCT, стр. 131-138. IEEE, (2019)Additive regularization of topic models., и . Mach. Learn., 101 (1-3): 303-323 (2015)BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections., , , , и . AIST, том 542 из Communications in Computer and Information Science, стр. 370-381. Springer, (2015)