Research Statement
Recent Publications
J. Solomon, R. Rustamov, L. Guibas, and A. Butscher, Earth Mover’s Distances on Discrete Surfaces, Proc. SIGGRAPH (2014).
@article{srgb-emdds-14,
author = {Solomon, Justin and Rustamov, Raif and Guibas, Leonidas and Butscher, Adrian},
title = {Earth Mover's Distances on Discrete Surfaces},
journal = {ACM Trans. Graph.},
volume = {33},
number = {4},
month = jul,
year = {2014},
pages = {67:1--67:12},
}
J. Solomon, R. Rustamov, L. Guibas, and A. Butscher, Wasserstein Propagation for Semi-Supervised Learning, Proc. International Conference on Machine Learning (ICML 2014).
@inproceedings{srgb-wpssl-14,
Author = {Justin Solomon and Raif Rustamov and Guibas Leonidas and Adrian Butscher},
Url = {http://jmlr.org/proceedings/papers/v32/solomon14.pdf},
Title = {Wasserstein Propagation for Semi-Supervised Learning},
Pages = {306--314},
Year = {2014},
Booktitle = {Proceedings of the 31st International Conference on Machine Learning}
}
N. Hu, R. Rustamov, and L. Guibas, Stable and Informative Spectral Signatures for Graph Matching, CVPR2014
@article{hrg-sissgm-2014,
author = {Nan Hu and Raif Rustamov and Leonidas Guibas},
title = {Stable and Informative Spectral Signatures for Graph Matching},
journal = {CVPR},
year = {2014},
}
R. Rustamov, L. Guibas, Hyperalignment of Multi-Subject fMRI Data by Synchronized Projections, NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI) 2013.
@incollection{rg-hmsfdsp-2013,
title ={Hyperalignment of Multi-Subject {fMRI} Data by Synchronized Projections},
author={Raif M. Rustamov and Leonidas Guibas},
booktitle = {Proceedings of the 3rd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging ({MLINI})},
year = {2013},
}
Raif M. Rustamov and Leonidas Guibas, Wavelets on Graphs via Deep Learning, NIPS 2013
@incollection{rg-wgdl-2013,
title ={Wavelets on Graphs via Deep Learning},
author={Raif M. Rustamov and Leonidas Guibas},
booktitle = {Advances in Neural Information Processing Systems 26},
year = {2013},
}
Raif M. Rustamov, Maks Ovsjanikov, Omri Azencot, Mirela Ben-Chen, Frederic Chazal, and Leonidas Guibas. Map-based exploration of intrinsic shape differences and variability. ACM Trans. Graph. (Proc. SIGGRAPH) 32, 4, Article 72 (July 2013).
@article{roabcg-mbeisdv-2013,
author = {Rustamov, Raif M. and Ovsjanikov, Maks and Azencot, Omri and Ben-Chen, Mirela and Chazal, Fr{'e}d{'e}ric and Guibas, Leonidas},
title = {Map-based exploration of intrinsic shape differences and variability},
journal = {ACM Trans. Graph.},
issue_date = {July 2013},
volume = {32},
number = {4},
month = jul,
year = {2013},
issn = {0730-0301},
pages = {72:1--72:12},
articleno = {72},
numpages = {12},
url = {http://doi.acm.org/10.1145/2461912.2461959},
doi = {10.1145/2461912.2461959},
acmid = {2461959},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {data-driven methods, shape comparison, shape matching, shape variability},
}
Nan Hu, Raif M. Rustamov, and Leonidas Guibas, Graph Matching with Anchor Nodes: A Learning Approach, CVPR2013
@InProceedings{hrg-gmanla-2013,
author = {Nan Hu and Raif M. Rustamov and Leonidas Guibas},
title = {Graph Matching with Anchor Nodes: A Learning Approach},
journal = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2013},
pages = {2906-2913}
}
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