S.V.N Vishwanathan
Affiliations: | Statistics | Purdue University, West Lafayette, IN, United States | |
| University of California, Santa Cruz, Santa Cruz, CA, United States |
Area:
Statistics, Computer Science, Artificial IntelligenceGoogle:
"S.V.N Vishwanathan"Parents
Sign in to add mentor| M Narasimha Murty | grad student | 2003 | Indian Institute of Science | |
| (Kernel Methods: Fast Algorithms and Real Life Applications) | ||||
Children
Sign in to add trainee| Vasil S. Denchev | grad student | 2013 | Purdue |
| Nan Ding | grad student | 2013 | Purdue |
| Hyokun Yun | grad student | 2014 | Purdue |
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Publications
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| Yu HF, Hsieh CJ, Yun H, et al. (2016) Nomadic Computing for Big Data Analytics Computer. 49: 52-60 |
| Chiplunkar A, Tirodkar S, Vishwanathan S. (2015) On randomized algorithms for matching in the online preemptive model Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9294: 325-336 |
| Benjamin W, Polk AW, Vishwanathan SVN, et al. (2014) Heat walk: Robust salient segmentation of non-rigid shapes Computer Graphics Forum. 30: 2097-2106 |
| Zhang X, Saha A, Vishwanathan SVN. (2014) Accelerated training of max-margin Markov networks with kernels Theoretical Computer Science. 519: 88-102 |
| Yun H, Raman P, Vishwanathan SVN. (2014) Ranking via robust binary classification Advances in Neural Information Processing Systems. 3: 2582-2590 |
| Yan F, Sundaram S, Vishwanathan SVN, et al. (2013) Distributed autonomous online learning: Regrets and intrinsic privacy-preserving properties Ieee Transactions On Knowledge and Data Engineering. 25: 2483-2493 |
| Chiplunkar A, Vishwanathan S. (2013) On randomized memoryless algorithms for theweighted k-server problem Proceedings - Annual Ieee Symposium On Foundations of Computer Science, Focs. 11-19 |
| Jain A, Vishwanathan SVN, Varma M. (2012) SPF-GMKL: Generalized multiple kernel learning with a million kernels Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 750-758 |
| Matsushima S, Vishwanathan SVN, Smola AJ. (2012) Linear support vector machines via dual cached loops Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 177-185 |
| Hariharan B, Vishwanathan SVN, Varma M. (2012) Efficient max-margin multi-label classification with applications to zero-shot iearning Machine Learning. 88: 127-155 |