Alexander Ihler

Fast collapsed gibbs sampling for latent dirichlet allocation

Ian R. Porteous, David Newman, Alexander Ihler et al. · 2008 · 567 citations

Computing, Computer Science, Computational Linguistics +10

Nonparametric belief propagation for self-localization of sensor networks

Alexander Ihler, John W. Fisher, Randolph L. Moses et al. · IEEE Journal on Selected Areas in Communications · 2005 · 553 citations

Computing, Computational Engineering, Sensors +16

Nonparametric belief propagation

Erik B. Sudderth, Alexander Ihler, William T. Freeman et al. · 2003 · 422 citations

Computing, Computer Science, Computer Vision +13

Variational Inference for Crowdsourcing

Qiang Liu, Jian Peng, Alexander Ihler · 2012 · 318 citations

Computing, Computer Science, Computational Linguistics +16

Loopy Belief Propagation: Convergence and Effects of Message Errors

Alexander Ihler, John W. Fischer, Alan S. Willsky · 2005 · 309 citations

Natural Sciences, Mathematics, Message Passing +15