Dykstras algorithm with bregman projections: A convergence proof
By Heinz H. Bauschke, A. S. Lewis. 2000
135 citations recorded by the source corpus.
Subfields: Computational Mechanics, Computational Theory and Mathematics, Numerical Analysis
View Paper: https://www.semanticscholar.org/paper/56afdd8c4f8bd1e747260122f86cda415279f0e0
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computational Mechanics
- G. Peyr'e
- Charles L. Byrne
- Lénaïc Chizat
- Bernhard Schmitzer
- Patrick L. Combettes
- Franccois-Xavier Vialard
- Robert Tibshirani
- Heinz H. Bauschke
In Computational Theory and Mathematics
- Patrick L. Combettes
- Heinz H. Bauschke
- Robert Tibshirani
- G. Peyr'e
- Charles L. Byrne
- J. Walsh
- Phillip A. Regalia
- Lénaïc Chizat
In Numerical Analysis
- Patrick L. Combettes
- Heinz H. Bauschke
- Charles L. Byrne
- J. Walsh
- Phillip A. Regalia
- G. Peyr'e
- Robert Tibshirani
- Lénaïc Chizat
Citations in the corpus
- Construction of best Bregman approximations in reflexive Banach spaces (2003, methodology): “Furthermore, the methods of [4, 7, 11] demand the ability to perform D-projections onto each Si.”
- Bregman distances, totally convex functions, and a method for solving operator equations in Banach spaces (2006, unknown): “nonlinear mappings and more (see [23], [24], [27], [40], [48], [49], [51], [65], [3], [6], [12], [ 16 ], [20], [26], [29], [28], [33], [36], [59], and the references therein).”
- Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions (2017, background): “As shown in Censor and Reich (1998); Bauschke and Lewis (2000), Dykstra’s algorithm can be extended to apply to (18).”
- Belief Propagation, Dykstra's Algorithm, and Iterated Information Projections (2010, methodology): “Further developments of interest have been developed by Bauschke and co-workers [43], [ 36 ], [41], who extended both the class of algorithms to which such iterative procedures apply and the class of functionals to be used as divergence measures.”
- Scaling Algorithms for Unbalanced Transport Problems (2016, methodology): “Dykstra’s algorithm is known to converge when used in conjunction with Bregman divergences [5, 22] (see [58] for details on the underlying idea for sums of two arbitrary functions).”
- Applied Iterative Methods (2007, background): “For further details, see the papers of Censor and Reich [57] and Bauschke and Lewis [12].”