S V N Vishwanathan

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Alex SmolaBoson AIDirección de correo verificada de smola.org
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryDirección de correo verificada de biochem.mpg.de
Choon Hui TeoAmazonDirección de correo verificada de amazon.com
Hyokun YunMachine Learning Scientist at AmazonDirección de correo verificada de amazon.com
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichDirección de correo verificada de dbs.ifi.lmu.de
Narasimha Murty M/ M. N. Murty/M. N....honorary professor, computer science and automation, indian institute of scienceDirección de correo verificada de iisc.ac.in
Xinhua ZhangUniversity of Illinois ChicagoDirección de correo verificada de uic.edu
Quoc V. LeResearch Scientist, GoogleDirección de correo verificada de stanford.edu
Ankan SahaSenior Staff Applied Researcher, LinkedinDirección de correo verificada de linkedin.com
John LangfordMicrosoft Research New YorkDirección de correo verificada de hunch.net
Li ChengProfessor, Department of ECE, University of Alberta, CanadaDirección de correo verificada de ualberta.ca
James PettersonPrincipal Data Scientist, IAGDirección de correo verificada de nicta.com.au
Professor Javen Qinfeng ShiDirector for Causal AI Group, University of AdelaideDirección de correo verificada de adelaide.edu.au
Cheng Soon OngData61, CSIRO, CanberraDirección de correo verificada de anu.edu.au
Gideon DrorProfessor of Computer Science, Academic College of Tel AvivDirección de correo verificada de mta.ac.il
Nan DingGoogleDirección de correo verificada de google.com
Feng YanFacebookDirección de correo verificada de fb.com
bharath hariharanCornell UniversityDirección de correo verificada de cs.cornell.edu
Ben TaskarUniversity of WashingtonDirección de correo verificada de cs.washington.edu
Terry CaelliDeakin UniversityDirección de correo verificada de deakin.edu.au

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S V N Vishwanathan

Associate Professor of Statistics and Computer Science, Purdue University

Dirección de correo verificada de stat.purdue.edu - Página principal

Machine Learning Optimization


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Graph kernels SVN Vishwanathan, NN Schraudolph, R Kondor, KM Borgwardt The Journal of Machine Learning Research 11, 1201-1242, 2010	1429	2010
Deep graph kernels P Yanardag, SVN Vishwanathan Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015	1412	2015
Protein function prediction via graph kernels KM Borgwardt, CS Ong, S Schönauer, SVN Vishwanathan, AJ Smola, ... Bioinformatics 21 (suppl_1), i47-i56, 2005	1317	2005
Efficient graphlet kernels for large graph comparison N Shervashidze, SVN Vishwanathan, T Petri, K Mehlhorn, K Borgwardt Artificial intelligence and statistics, 488-495, 2009	1255	2009
Introduction to machine learning A Smola, SVN Vishwanathan Cambridge University, UK 32 (34), 2008, 2008	777	2008
Predicting structured data G BakIr MIT press, 2007	555	2007
Curran Associates I Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan, ... Inc.: Red Hook, NY, USA 30, 3149-3157, 2017	532	2017
Fast kernels for string and tree matching SVN Vishwanathan, AJ Smola	477	2004
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	415	2006
Kernel methods for missing variables AJ Smola, SVN Vishwanathan, T Hofmann International Workshop on Artificial Intelligence and Statistics, 325-332, 2005	330	2005
Bundle Methods for Regularized Risk Minimization. CH Teo, SVN Vishwanathan, A Smola, QV Le Journal of Machine Learning Research 11 (1), 2010	321	2010
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	297	2012
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	280	2009
SSVM: a simple SVM algorithm SVM Vishwanathan, MN Murty Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002	269	2002
Multiple kernel learning and the SMO algorithm Z Sun, N Ampornpunt, M Varma, S Vishwanathan Advances in neural information processing systems 23, 2010	226	2010
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	214	2007
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	203	2013
DFacTo: Distributed factorization of tensors JH Choi, S Vishwanathan Advances in neural information processing systems 27, 2014	201	2014
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	189	2007
Bundle methods for machine learning Q Le, A Smola, S Vishwanathan Advances in neural information processing systems 20, 2007	184	2007

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