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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