Exact Sampling and Approximate Counting Techniques

@inproceedings{Huber1998ExactSA,
  title={Exact Sampling and Approximate Counting Techniques},
  author={Mark Huber},
  booktitle={STOC},
  year={1998}
}
WC present two algorithms for uniformly sampling from the proper colorings of a graph using k colors. We use exact snmpling from the stationary distribution of a Markov chain with states that are the k-colorings of a graph with maximum degree A, As opposed to approximate sampling algorithms based on rapid mixing, these algorithms have terminntion criteria that allow them to stop on some inputs much more quickly than in the worst case running time bound. For the first algorithm we show that when… CONTINUE READING
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