Scalable Generalized Dynamic Topic Models

Scalable Generalized Dynamic Topic Models

21 March 2018

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Papers citing "Scalable Generalized Dynamic Topic Models"

14 / 14 papers shown

Title
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen Anh Tuan Luu 129 14 0 28 May 2024
A Poisson-Gamma Dynamic Factor Model with Time-Varying Transition Dynamics Jiahao Wang Sikun Yang Heinz Koeppl Xiuzhen Cheng Pengfei Hu Guoming Zhang 38 0 0 26 Feb 2024
Evaluating Dynamic Topic Models Charu James Mayank Nagda Nooshin Haji Ghassemi Marius Kloft Sophie Fellenz 61 2 0 12 Sep 2023
Expressive Mortality Models through Gaussian Process Kernels M. Ludkovski Jimmy Risk 52 1 0 02 May 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 123 6 0 03 Feb 2023
Neural Dynamic Focused Topic Model K. Cvejoski Ramses J. Sanchez C. Ojeda OOD BDL 40 2 0 26 Jan 2023
The future is different: Large pre-trained language models fail in prediction tasks K. Cvejoski Ramses J. Sanchez C. Ojeda 78 4 0 01 Nov 2022
Recurrent Coupled Topic Modeling over Sequential Documents Jinjin Guo LongBing Cao Zhiguo Gong 16 2 0 23 Jun 2021
Scalable Gaussian Process Variational Autoencoders Metod Jazbec Matthew Ashman Vincent Fortuin Michael Pearce Stephan Mandt Gunnar Rätsch DRL BDL 89 29 0 26 Oct 2020
Dynamic transformation of prior knowledge into Bayesian models for data streams Tran Xuan Bach N. Anh Ngo Van Linh Khoat Than 44 9 0 13 Mar 2020
The Dynamic Embedded Topic Model Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 58 87 0 12 Jul 2019
GP-VAE: Deep Probabilistic Time Series Imputation Vincent Fortuin Dmitry Baranchuk Gunnar Rätsch Stephan Mandt BDL AI4TS 117 258 0 09 Jul 2019
Augmenting and Tuning Knowledge Graph Embeddings Robert Bamler Farnood Salehi Stephan Mandt 44 8 0 01 Jul 2019
Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation F. Wenzel Théo Galy-Fajou Christian Donner Marius Kloft Manfred Opper 89 36 0 18 Feb 2018