S V N Vishwanathan
S V N Vishwanathan
Associate Professor of Statistics and Computer Science, Purdue University
Verified email at stat.purdue.edu - Homepage
Title
Cited by
Cited by
Year
Introduction to machine learning
E Alpaydin
MIT press, 2020
78912020
Graph kernels
SVN Vishwanathan, NN Schraudolph, R Kondor, KM Borgwardt
The Journal of Machine Learning Research 11, 1201-1242, 2010
8812010
Protein function prediction via graph kernels
KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ...
Bioinformatics 21 (suppl_1), i47-i56, 2005
6432005
Efficient graphlet kernels for large graph comparison
N Shervashidze, SVN Vishwanathan, T Petri, K Mehlhorn, K Borgwardt
Artificial Intelligence and Statistics, 488-495, 2009
6252009
Integrated sustainable life cycle design: a review
K Ramani, D Ramanujan, WZ Bernstein, F Zhao, J Sutherland, ...
Journal of Mechanical Design 132 (9), 2010
543*2010
Predicting structured data
G BakIr, T Hofmann, B Schölkopf, AJ Smola, B Taskar
MIT press, 2007
4492007
Fast kernels for string and tree matching
SVN Vishwanathan, AJ Smola
Kernel methods in computational biology 15, 113-130, 2004
4392004
Introduction to machine learning
A Smola, SVN Vishwanathan
Cambridge University, UK 32 (34), 2008, 2008
4212008
Deep graph kernels
P Yanardag, SVN Vishwanathan
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
4172015
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
3912006
Bundle Methods for Regularized Risk Minimization.
CH Teo, SVN Vishwanathan, A Smola, QV Le
Journal of Machine Learning Research 11 (1), 2010
2862010
Kernel Methods for Missing Variables.
AJ Smola, SVN Vishwanathan, T Hofmann
AISTATS, 2005
2622005
Hash kernels for structured data
Q Shi, J Petterson, G Dror, J Langford, A Smola, SVN Vishwanathan
The Journal of Machine Learning Research 10, 2615-2637, 2009
2092009
Multiple kernel learning and the SMO algorithm
Z Sun, N Ampornpunt, M Varma, S Vishwanathan
Advances in neural information processing systems, 2361-2369, 2010
2062010
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
2032007
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 (1), 95-119, 2007
1652007
Bundle methods for machine learning
QV Le, AJ Smola, S Vishwanathan
Advances in neural information processing systems, 1377-1384, 2008
1632008
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
1542013
SimpleSVM
SVN Vishwanathan, AJ Smola, MN Murty
Proceedings of the Twentieth International Conference on International …, 2003
1532003
Large scale max-margin multi-label classification with priors
B Hariharan, L Zelnik-Manor, SVN Vishwanathan, M Varma
ICML, 2010
1522010
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