Provable Algorithms for Inference in Topic Models

27 May 2016

Papers citing "Provable Algorithms for Inference in Topic Models"

8 / 8 papers shown

Title
E-LDA: Toward Interpretable LDA Topic Models with Strong Guarantees in Logarithmic Parallel Time Adam Breuer 16 0 0 06 Jun 2025
Understanding The Robustness of Self-supervised Learning Through Topic Modeling Zeping Luo Shiyou Wu C. Weng Mo Zhou Rong Ge OOD SSL 68 3 0 02 Feb 2022
Planning in Observable POMDPs in Quasipolynomial Time Noah Golowich Ankur Moitra Dhruv Rohatgi 65 27 0 12 Jan 2022
On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference Moontae Lee Sungjun Cho Kun Dong David M. Mimno D. Bindel 108 1 0 12 Nov 2021
Learning Networked Exponential Families with Network Lasso A. Jung 48 2 0 22 May 2019
A new evaluation framework for topic modeling algorithms based on synthetic corpora Hanyu Shi Martin Gerlach Isabel Diersen Doug Downey L. A. N. Amaral 48 18 0 28 Jan 2019
Learning Nonlinear Mixtures: Identifiability and Algorithm Bo Yang Xiao Fu N. Sidiropoulos Kejun Huang CML 60 11 0 06 Jan 2019
Provable benefits of representation learning Sanjeev Arora Andrej Risteski SSL 41 12 0 14 Jun 2017