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Edge Conductance Estimation Using MCMC

Bora, Ashish and Borkar, Vivek S and Garg, Dinesh and Sundaresan, Rajesh (2017) Edge Conductance Estimation Using MCMC. In: 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton), SEP 27-30, 2016, Monticello, IL, pp. 202-208.

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Official URL: http://dx.doi.org/10.1109/ALLERTON.2016.7852230

Abstract

We propose an iterative and distributed Markov Chain Monte Carlo scheme for estimation of effective edge conductances in a graph. A sample complexity analysis is provided. The theoretical guarantees on the performance of the proposed algorithm are weak compared to those of existing algorithms. But numerical experiments suggest that the algorithm might still be effective while offering the advantages of low per iterate computation and memory requirements.

Item Type: Conference Proceedings
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Additional Information: 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton), Monticello, IL, SEP 27-30, 2016
Department/Centre: Division of Electrical Sciences > Electrical Communication Engineering
Date Deposited: 10 Jun 2017 04:41
Last Modified: 10 Jun 2017 04:41
URI: http://eprints.iisc.ernet.in/id/eprint/57203

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