Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm

15 November 2016

Papers citing "Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm"

25 / 25 papers shown

Title
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures Subash Timilsina Sagar Shrestha Xiao Fu 23 0 0 28 Sep 2024
Checking the Sufficiently Scattered Condition using a Global Non-Convex Optimization Software Nicolas Gillis Robert Luce 10 1 0 08 Feb 2024
Deep Learning From Crowdsourced Labels: Coupled Cross-entropy Minimization, Identifiability, and Regularization Shahana Ibrahim Tri Nguyen Xiao Fu 23 19 0 05 Jun 2023
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach Tri Nguyen Shahana Ibrahim Xiao Fu 27 5 0 30 May 2023
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 57 9 0 26 Jul 2022
On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference Moontae Lee Sungjun Cho Kun Dong David M. Mimno D. Bindel 27 1 0 12 Nov 2021
Learning Topic Models: Identifiability and Finite-Sample Analysis Yinyin Chen Shishuang He Yun Yang Feng Liang 11 6 0 08 Oct 2021
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach Tri Nguyen Xiao Fu Ruiyuan Wu 25 10 0 23 Sep 2021
Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework Benoit Fuentes G. Richard 13 0 0 07 Jul 2021
Author Clustering and Topic Estimation for Short Texts Graham Tierney C. Bail A. Volfovsky 11 1 0 15 Jun 2021
Mixed Membership Graph Clustering via Systematic Edge Query Shahana Ibrahim Xiao Fu 8 4 0 25 Nov 2020
Deep topic modeling by multilayer bootstrap network and lasso Georgios Balikas Ioannis Partalas BDL 21 0 0 24 Oct 2019
Dirichlet Simplex Nest and Geometric Inference Mikhail Yurochkin Aritra Guha Yuekai Sun X. Nguyen 8 4 0 27 May 2019
Minimum Volume Topic Modeling B. Jang Alfred Hero 16 4 0 03 Apr 2019
Learning Nonlinear Mixtures: Identifiability and Algorithm Bo Yang Xiao Fu N. Sidiropoulos Kejun Huang CML 9 11 0 06 Jan 2019
Overlapping Clustering Models, and One (class) SVM to Bind Them All Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 15 37 0 18 Jun 2018
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications Xiao Fu Kejun Huang N. Sidiropoulos Wing-Kin Ma 15 201 0 03 Mar 2018
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling Kejun Huang Xiao Fu N. Sidiropoulos 22 23 0 19 Feb 2018
Prior-aware Dual Decomposition: Document-specific Topic Inference for Spectral Topic Models Moontae Lee D. Bindel David M. Mimno 20 0 0 19 Nov 2017
On Identifiability of Nonnegative Matrix Factorization Xiao Fu Kejun Huang N. Sidiropoulos 26 93 0 02 Sep 2017
Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization Chia-Hsiang Lin Ruiyuan Wu Wing-Kin Ma Chong-Yung Chi Yijiao Wang 32 50 0 09 Aug 2017
Consistent Estimation of Mixed Memberships with Successive Projections Maxim Panov Konstantin Slavnov Roman Ushakov 16 20 0 05 Jul 2017
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 15 50 0 01 Jul 2016
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 58 222 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 81 204 0 06 Jun 2012