Showing 1–18 of 18 results
/ Date/ Name
Sep 14, 2012Normal Factor Graphs as Probabilistic ModelsJan 28, 2014On Stochastic Estimation of Partition FunctionApr 22, 2010Normal Factor Graphs and Holographic TransformationsFeb 28, 2011Normal Factor Graphs: A Diagrammatic Approach to Linear AlgebraMay 8, 2010On Holant Theorem and Its ProofJul 5, 2016A Factor-Graph Approach to Algebraic Topology, With Applications to Kramers--Wannier DualityApr 28, 2008On the Capacity Bounds of Undirected NetworksMay 1, 2008On the k-pairs problemFeb 1, 2017Info-Clustering: An Efficient Algorithm by Network Information FlowMay 4, 2016Info-Clustering: A Mathematical Theory for Data ClusteringJul 26, 2018Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector QuantizationJan 18, 2017Agglomerative Info-ClusteringAug 12, 2016On Information-Theoretic Characterizations of Markov Random Fields and SubfieldsMay 28, 2020On Functions of Markov Random FieldsMay 6, 2016Incremental and Decremental Secret Key AgreementJan 12, 2020Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network ClassifiersMay 30, 2019Neural Entropic Estimation: A faster path to mutual information estimationSep 27, 2016Duality between Feature Selection and Data Clustering