Conic optimization-based algorithms for nonnegative matrix factorization
From MaRDI portal
Publication:6113533
DOI10.1080/10556788.2023.2189714zbMath1528.90181arXiv2105.13646OpenAlexW4366823049MaRDI QIDQ6113533
Valentin Leplat, Nicolas Gillis, François Glineur, Yu. E. Nesterov
Publication date: 9 August 2023
Published in: Optimization Methods and Software (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2105.13646
concave minimizationconic optimizationsecond-order conenonnegative matrix factorizationnonnegative rankexponential coneconvergence to stationary pointsFrank-Wolfe gap
Cites Work
- Unnamed Item
- Unnamed Item
- Heuristics for exact nonnegative matrix factorization
- Nonnegative ranks, decompositions, and factorizations of nonnegative matrices
- Using underapproximations for sparse nonnegative matrix factorization
- A new dual based procedure for the transportation problem
- DC programming and DCA: thirty years of developments
- A geometric lower bound on the extension complexity of polytopes based on the \(f\)-vector
- Stability of propagation features under time-asymptotic approximations for a class of dispersive equations
- Computing a Nonnegative Matrix Factorization---Provably
- Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons
- On the Complexity of Nonnegative Matrix Factorization
- On the combinatorial and algebraic complexity of quantifier elimination
- The Nonnegative Rank of a Matrix: Hard Problems, Easy Solutions
- Uniqueness of Nonnegative Matrix Factorizations by Rigidity Theory
- An Almost Optimal Algorithm for Computing Nonnegative Rank
This page was built for publication: Conic optimization-based algorithms for nonnegative matrix factorization