ML Anthology

Annealing and the Rate Distortion Problem

Albert E. Parker, Tomá\v S. Gedeon, Alexander G. Dimitrov
NeurIPS 2002 pp. 993-976
/neurips/2002/parker2002neurips-annealing/

Abstract

In this paper we introduce methodology to determine the bifurcation structure of optima for a class of similar cost functions from Rate Distortion Theory, Determin- istic Annealing, Information Distortion and the Information Bottleneck Method. We also introduce a numerical algorithm which uses the explicit form of the bifur- cating branches to find optima at a bifurcation point.

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Cite

Text

Parker et al. "Annealing and the Rate Distortion Problem." Neural Information Processing Systems, 2002.

Markdown

[Parker et al. "Annealing and the Rate Distortion Problem." Neural Information Processing Systems, 2002.](https://mlanthology.org/neurips/2002/parker2002neurips-annealing/)

BibTeX

@inproceedings{parker2002neurips-annealing,
  title     = {{Annealing and the Rate Distortion Problem}},
  author    = {Parker, Albert E. and Gedeon, Tomá\v S. and Dimitrov, Alexander G.},
  booktitle = {Neural Information Processing Systems},
  year      = {2002},
  pages     = {993-976},
  url       = {https://mlanthology.org/neurips/2002/parker2002neurips-annealing/}
}