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Showing results 1 to 5 of 5

1
Bucket renormalization for approximate inference

Ahn, Sungsoo; Chertkov, Michael; Weller, Adrian; Shin, Jinwoo, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2019, no.12, pp.124022, 2019-12

2
Bucket Renormalization for Approximate Inference

Ahn, Sungsoo; Chertkov, Michael; Weller, Adrian; Shin, Jinwoo, ICML 2018, International Machine Learning Society (IMLS), 2018-07

3
Gauging variational inference

Ahn, Sungsoo; Chertkov, Michael; Shin, Jinwoo, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2019, no.12, pp.124015, 2019-12

4
Maximum Weight Matching Using Odd-Sized Cycles: Max-Product Belief Propagation and Half-Integrality

Ahn, Sungsoo; Chertkov, Michael; Gelfand, Andrew E.; Park, Sejun; Shin, Jinwoo, IEEE TRANSACTIONS ON INFORMATION THEORY, v.64, no.3, pp.1471 - 1480, 2018-03

5
Synthesis of MCMC and Belief Propagation

Ahn, Sungsoo; Chertkov, Michael; Shin, Jinwoo, NIPS 2016, Neural Information Processing Systems Foundation, 2016-12-07

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