Ihler, Alexander T.
- A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation
2012/10/16 by Max Welling, Andrew E. Gelfand, Welling, Max +3 · 2 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Fuzzy Systems and Optimization
- Fast Planar Correlation Clustering for Image Segmentation
2012/08/02 by Julian Yarkony, Alexander Ihler, Yarkony, Julian +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Visual Attention and Saliency Detection
- Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation
2012/06/27 by Ian R. Porteous, Alexander Ihler, Porteous, Ian +5 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
- Belief Propagation for Structured Decision Making
2012/10/16 by Qiang Liu, Liu, Qiang, Alexander Ihler +1 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Multi-Criteria Decision Making
- Tightening MRF Relaxations with Planar Subproblems
2012/02/14 by Julian Yarkony, Yarkony, Julian, Ragib Morshed +5 · 1 citation
Computer Science · Engineering · #Matrix Theory and Algorithms #Elasticity and Material Modeling #Advanced Numerical Methods in Computational Mathematics