| 2014 | CISS | A left-to-right HDP-HMM with HDPM emissions. | Amir Hossein Harati Nejad Torbati, Joseph Picone, Marc Sobel |
| 2013 | Interspeech | Speech acoustic unit segmentation using hierarchical dirichlet processes. | Amir Hossein Harati Nejad Torbati, Joseph Picone, Marc Sobel |
| 2012 | ICASSP | Applications of Dirichlet Process Mixtures to speaker adaptation. | Amir Hossein Harati Nejad Torbati, Joe Picone, Marc Sobel |
| 2008 | CVPR | Correspondences between parts of shapes with particle filters. | Rolf Lakmper, Marc Sobel |
| 2008 | ICPR | Merging maps of multiple robots. | Nagesh Adluru, Longin Jan Latecki, Marc Sobel, Rolf Lakmper |
| 2008 | ICPR | Correspondences of point sets using Particle Filters. | Rolf Lakmper, Shusha Li, Marc Sobel |
| 2006 | IWCIA | Polygonal Approximation of Point Sets. | Longin Jan Latecki, Rolf Lakmper, Marc Sobel |
| 2006 | KDD | New EM derived from Kullback-Leibler divergence. | Longin Jan Latecki, Marc Sobel, Rolf Lakmper |
| 2003 | ICDM | Tree-structured Partitioning Based on Splitting Histograms of Distances. | Longin Jan Latecki, Rajagopal Venugopal, Marc Sobel, Steve Horvat |