Acceptable set topic modeling

DOI10.1016/j.ejor.2021.11.024zbMath1490.68179OpenAlexW3216258778MaRDI QIDQ2077938

Lauren Berk Wheelock, Dessislava A. Pachamanova

Publication date: 23 February 2022

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2021.11.024

zbMATH Keywords

hypothesis testingrobust optimizationmirror descenttopic modelingdiscrete component analysis

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Learning and adaptive systems in artificial intelligence (68T05) Natural language processing (68T50) Robustness in mathematical programming (90C17)

Uses Software

• STRUCTURE
• Adam
• OpenCourseWare
• GloVe
• LowRankModels
• Pyglrm

Cites Work

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• Additive regularization of topic models
• A tutorial on geometric programming
• Data-driven robust optimization
• Mirror descent and nonlinear projected subgradient methods for convex optimization.
• The informational value of employee online reviews
• Recent advances in robust optimization: an overview
• OR Forum—An Algorithmic Approach to Linear Regression
• Generalized Low Rank Models
• Constructing Risk Measures from Uncertainty Sets
• Constructing Uncertainty Sets for Robust Linear Optimization
• A Robust Optimization Approach to Inventory Theory
• Statistical Evidence
• 10.1162/jmlr.2003.3.4-5.993
• Projected Gradient Methods for Nonnegative Matrix Factorization
• On Information and Sufficiency
• Unsupervised learning by probabilistic latent semantic analysis

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