Search Machine Learning Repository:
All publications by Jinwoo Shin
authors venues years



Large-scale log-determinant computation through stochastic Chebyshev expansions
Insu Han, Dmitry Malioutov and Jinwoo Shin
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Minimum Weight Perfect Matching via Blossom Belief Propagation
Sung-soo Ahn, Sejun Park, Michael Chertkov and Jinwoo Shin
Advances in Neural Information Processing Systems 28, 2015


A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles
Jinwoo Shin, Andrew E. Gelfand and Misha Chertkov
Advances in Neural Information Processing Systems 26, 2013


Complexity of Bethe Approximation
Jinwoo Shin
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012