On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference

On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference

12 November 2021

Papers citing "On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference"

16 / 16 papers shown

Title
Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference Moontae Lee David M. Mimno LLMSV 39 112 0 18 Nov 2017
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm Kejun Huang Xiao Fu N. Sidiropoulos 75 56 0 15 Nov 2016
Robust Spectral Inference for Joint Stochastic Matrix Factorization Moontae Lee D. Bindel David M. Mimno 25 14 0 01 Nov 2016
Provable Algorithms for Inference in Topic Models Sanjeev Arora Rong Ge Frederic Koehler Tengyu Ma Ankur Moitra 24 29 0 27 May 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 200 4,748 0 04 Jan 2016
A provable SVD-based algorithm for learning topics in dominant admixture corpus Trapit Bansal Chiranjib Bhattacharyya R. Kannan 39 57 0 26 Oct 2014
A Practical Algorithm for Topic Modeling with Provable Guarantees Sanjeev Arora Rong Ge Yoni Halpern David M. Mimno Ankur Moitra David Sontag Yichen Wu Michael Zhu 77 437 0 19 Dec 2012
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 97 223 0 06 Aug 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 198 12,384 0 24 Jun 2012
MCMC using Hamiltonian dynamics Radford M. Neal 285 3,278 0 09 Jun 2012
On Smoothing and Inference for Topic Models A. Asuncion Max Welling Padhraic Smyth Yee Whye Teh BDL 72 601 0 09 May 2012
A Spectral Algorithm for Latent Dirichlet Allocation Anima Anandkumar Dean Phillips Foster Daniel J. Hsu Sham Kakade Yi-Kai Liu 156 300 0 30 Apr 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 150 432 0 09 Apr 2012
A Method of Moments for Mixture Models and Hidden Markov Models Anima Anandkumar Daniel J. Hsu Sham Kakade 148 341 0 03 Mar 2012
A Spectral Algorithm for Learning Hidden Markov Models Daniel J. Hsu Sham Kakade Tong Zhang 155 309 0 26 Nov 2008
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 346 2,117 0 30 May 2007