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S V N Vishwanathan
S V N Vishwanathan
Associate Professor of Statistics and Computer Science, Purdue University
stat.purdue.edu의 이메일 확인됨 - 홈페이지
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Deep graph kernels
P Yanardag, SVN Vishwanathan
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
15092015
Graph kernels
SVN Vishwanathan, NN Schraudolph, R Kondor, KM Borgwardt
The Journal of Machine Learning Research 11, 1201-1242, 2010
14742010
Protein function prediction via graph kernels
KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ...
Bioinformatics 21 (suppl_1), i47-i56, 2005
14012005
Efficient graphlet kernels for large graph comparison
N Shervashidze, SVN Vishwanathan, T Petri, K Mehlhorn, K Borgwardt
Artificial intelligence and statistics, 488-495, 2009
13112009
Introduction to machine learning
A Smola, SVN Vishwanathan
Cambridge University, UK 32 (34), 2008, 2008
8142008
Curran Associates
I Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan, ...
Inc.: Red Hook, NY, USA 30, 3149-3157, 2017
5992017
Predicting structured data
G BakIr
MIT press, 2007
5592007
Fast kernels for string and tree matching
SVN Vishwanathan, AJ Smola
4782004
Accelerated training of conditional random fields with stochastic gradient methods
SVN Vishwanathan, NN Schraudolph, MW Schmidt, KP Murphy
Proceedings of the 23rd international conference on Machine learning, 969-976, 2006
4182006
Kernel methods for missing variables
AJ Smola, SVN Vishwanathan, T Hofmann
International Workshop on Artificial Intelligence and Statistics, 325-332, 2005
3332005
Bundle Methods for Regularized Risk Minimization.
CH Teo, SVN Vishwanathan, A Smola, QV Le
Journal of Machine Learning Research 11 (1), 2010
3262010
Distributed autonomous online learning: Regrets and intrinsic privacy-preserving properties
F Yan, S Sundaram, SVN Vishwanathan, Y Qi
IEEE Transactions on Knowledge and Data Engineering 25 (11), 2483-2493, 2012
3082012
SSVM: a simple SVM algorithm
SVM Vishwanathan, MN Murty
Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002
2922002
Hash kernels for structured data.
Q Shi, J Petterson, G Dror, J Langford, A Smola, SVN Vishwanathan
Journal of Machine Learning Research 10 (11), 2009
2852009
Multiple kernel learning and the SMO algorithm
Z Sun, N Ampornpunt, M Varma, S Vishwanathan
Advances in neural information processing systems 23, 2010
2272010
A scalable modular convex solver for regularized risk minimization
CH Teo, A Smola, SVN Vishwanathan, QV Le
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
2152007
Nomad: Non-locking, stochastic multi-machine algorithm for asynchronous and decentralized matrix completion
H Yun, HF Yu, CJ Hsieh, SVN Vishwanathan, I Dhillon
arXiv preprint arXiv:1312.0193, 2013
2062013
DFacTo: Distributed factorization of tensors
JH Choi, S Vishwanathan
Advances in neural information processing systems 27, 2014
2032014
Advances in Neural Information Processing Systems, volume 30. Curran Associates
R Fergus, S Vishwanathan, R Garnett
Inc, 2017
1962017
Binet-Cauchy kernels on dynamical systems and its application to the analysis of dynamic scenes
SVN Vishwanathan, AJ Smola, R Vidal
International Journal of Computer Vision 73, 95-119, 2007
1902007
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