Concepedia

S. Sathiya Keerthi

SS

Statistics

Publications

58

Citations

13.8K

H-Index

31

Active since

1988

Affiliations

Indian Institute of Science Bangalore(Current)

National University of Singapore

Yahoo (United Kingdom)

Yahoo (United States)

University of Michigan

S. Sathiya Keerthi is an author at Indian Institute of Science Bangalore specializing in computing, computer science, and machine learning.

Publications per year

1988–2019

58

Publications

58

Improvements to Platt's SMO Algorithm for SVM Classifier Design

S. Sathiya Keerthi, Shirish Shevade, Chiranjib Bhattacharyya et al. · Neural Computation · 2001 · 1.8K citations

Computing, Computer Science, Algorithms +12

Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel

S. Sathiya Keerthi, Chih‐Jen Lin · Neural Computation · 2003 · 1.6K citations

Computing, Computer Science, Data Mining +15

A fast procedure for computing the distance between complex objects in three-dimensional space

Éric Gilbert, Daniel Johnson, S. Sathiya Keerthi · IEEE Journal on Robotics and Automation · 1988 · 1.5K citations

Computing, Computer Science, Computational Geometry +11

A dual coordinate descent method for large-scale linear SVM

Cho‐Jui Hsieh, Kai‐Wei Chang, Chih‐Jen Lin et al. · 2008 · 914 citations

Computing, Computer Science, Data Mining +16

Improvements to the SMO algorithm for SVM regression

Shirish Shevade, S. Sathiya Keerthi, Chiranjib Bhattacharyya et al. · IEEE Transactions on Neural Networks · 2000 · 866 citations

Computing, Computer Science, Mathematics +14

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