Jihun Hamm
Jihun Hamm
Verified email at tulane.edu - Homepage
Title
Cited by
Cited by
Year
A kernel view of the dimensionality reduction of manifolds
J Ham, DD Lee, S Mika, B Schölkopf
Proceedings of the twenty-first international conference on Machine learning, 47, 2004
6232004
Grassmann discriminant analysis: a unifying view on subspace-based learning
J Hamm, DD Lee
Proceedings of the 25th international conference on Machine learning, 376-383, 2008
5942008
Spectral methods for dimensionality reduction
LK Saul, KQ Weinberger, J Hamm, F Sha, DD Lee
Semisupervised learning, 293-308, 2006
3192006
Semisupervised alignment of manifolds.
J Hamm, DD Lee, LK Saul
AISTATS, 120-127, 2005
3142005
Automated facial action coding system for dynamic analysis of facial expressions in neuropsychiatric disorders
J Hamm, CG Kohler, RC Gur, R Verma
Journal of neuroscience methods 200 (2), 237-256, 2011
2192011
GRAM: A framework for geodesic registration on anatomical manifolds
J Hamm, DH Ye, R Verma, C Davatzikos
Medical image analysis 14 (5), 633-642, 2010
1282010
Learning Privately from Multiparty Data
J Hamm, P Cao, M Belkin
Proceedings of The 33rd International Conference on Machine Learning (ICML …, 2016
1112016
Learning high dimensional correspondences from low dimensional manifolds
JH Ham, DD Lee, LK Saul
ICML workshop, 2003
772003
Crowd-ML: A Privacy-Preserving Learning Framework for a Crowd of Smart Devices
J Hamm, A Champion, G Chen, M Belkin, D Xuan
IEEE International Conference on Distributed Computing Systems (ICDCS), 11-20, 2015
592015
Extended grassmann kernels for subspace-based learning
J Hamm, D Lee
Advances in neural information processing systems 21, 601-608, 2008
552008
Minimax Filter: Learning to Preserve Privacy from Inference Attacks
J Hamm
Journal of Machine Learning Research 18, 1-31, 2017
512017
Efficient large deformation registration via geodesics on a learned manifold of images
J Hamm, C Davatzikos, R Verma
International Conference on Medical Image Computing and Computer-Assisted …, 2009
492009
Automatic annotation of daily activity from smartphone-based multisensory streams
J Hamm, B Stone, M Belkin, S Dennis
International Conference on Mobile Computing, Applications, and Services …, 2012
392012
Personalized video summarization with human in the loop
B Han, J Hamm, J Sim
2011 IEEE Workshop on Applications of Computer Vision (WACV), 51-57, 2011
352011
Learning a manifold-constrained map between image sets: applications to matching and pose estimation
J Ham, I Ahn, D Lee
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
322006
Learning nonlinear appearance manifolds for robot localization
J Ham, Y Lin, DD Lee
2005 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2005
322005
Subspace-based learning with Grassmann kernels
J Hamm
University of Pennsylvania, 2008
312008
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters
J Hamm
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2015
252015
Regional manifold learning for deformable registration of brain MR images
DH Ye, J Hamm, D Kwon, C Davatzikos, KM Pohl
International Conference on Medical Image Computing and Computer-Assisted …, 2012
242012
Regional manifold learning for disease classification
D Ye, B Desjardins, J Hamm, H Litt, K Pohl
IEEE Transactions on Medical Imaging, 2014
232014
The system can't perform the operation now. Try again later.
Articles 1–20