 Exact Inference in High-order Structured PredictionInternational Conference on Machine Learning (ICML), 2023 |
 Tractable Minor-free Generalization of Planar Zero-field Ising ModelsJournal of Statistical Mechanics: Theory and Experiment (JSTAT), 2019 |
 Exact inference in structured predictionNeural Information Processing Systems (NeurIPS), 2019 |
 Approximate inference on planar graphs using Loop Calculus and Belief
PropagationJournal of machine learning research (JMLR), 2009 |
 Fast Planar Correlation Clustering for Image SegmentationEuropean Conference on Computer Vision (ECCV), 2012 |
 Tightening MRF Relaxations with Planar SubproblemsConference on Uncertainty in Artificial Intelligence (UAI), 2011 |
 Submodular Decomposition Framework for Inference in Associative Markov
Networks with Global ConstraintsComputer Vision and Pattern Recognition (CVPR), 2011 |
