scientific article; zbMATH DE number 7164690

zbMath1434.68433arXiv1803.06321MaRDI QIDQ5214176

Finale Doshi-Velez, Muhammad A. Masood

Publication date: 7 February 2020

Full work available at URL: https://arxiv.org/abs/1803.06321

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Bayesiantransfer learningStein discrepancynon-negative matrix factorizationnon-identifiability

Mathematics Subject Classification ID

Bayesian inference (62F15) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Scikit
• Yale Face
• ORL face
• CVXPY
• Autograd
• LFW

Cites Work

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• CVXPY: A Python-Embedded Modeling Language for Convex Optimization
• Algorithms for Nonnegative Matrix Factorization with the β-Divergence
• Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis
• Separation of Non-Negative Mixture of Non-Negative Sources Using a Bayesian Approach and MCMC Sampling
• Unsupervised Post-Nonlinear Unmixing of Hyperspectral Images Using a Hamiltonian Monte Carlo Algorithm
• Computing a nonnegative matrix factorization -- provably
• Projected Gradient Methods for Nonnegative Matrix Factorization
• Perturbation bounds in connection with singular value decomposition
• Control Functionals for Monte Carlo Integration
• Handbook of metaheuristics

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