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Keerthi, S. Sathiya

Author ID: keerthi.s-sathiya Recent zbMATH articles by "Keerthi, S. Sathiya"
Published as: Keerthi, S. Sathiya; Keerthi, S. S.
Documents Indexed: 37 Publications since 1983
Co-Authors: 29 Co-Authors with 22 Joint Publications
256 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

30 Publications have been cited 314 times in 276 Documents Cited by Year
Optimal infinite-horizon feedback laws for a general class of constrained discrete-time systems: Stability and moving-horizon approximations. Zbl 0622.93044
Keerthi, S. S.; Gilbert, E. G.
118
1988
Improvements to Platt’s SMO algorithm for SVM classifier design. Zbl 1085.68629
Keerthi, S. S.; Shevade, S. K.; Bhattacharyya, C.; Murthy, K. R. K.
70
2001
Asymptotic behaviors of support vector machines with Gaussian kernel. Zbl 1086.68569
Keerthi, S. Sathiya; Lin, Chih-Jen
62
2003
Computation of minimum-time feedback control laws for discrete-time systems with state-control constraints. Zbl 0611.93023
Keerthi, S. S.; Gilbert, E. G.
47
1987
Convergence of a generalized SMO algorithm for SVM classifier design. Zbl 0998.68109
Keerthi, S. S.; Gilbert, E. G.
31
2002
Trust region Newton method for logistic regression. Zbl 1225.68195
Lin, Chih-Jen; Weng, Ruby C.; Keerthi, S. Sathiya
31
2008
A modified finite Newton method for fast solution of large scale linear SVMs. Zbl 1222.68231
Keerthi, S. Sathiya; Decoste, Dennis
30
2005
Support vector ordinal regression. Zbl 1127.68080
Chu, Wei; Keerthi, S. Sathiya
25
2007
Predictive approaches for choosing hyperparameters in Gaussian processes. Zbl 1108.62327
Sundararajan, S.; Keerthi, S. S.
22
2001
Building support vector machines with reduced classifier complexity. Zbl 1222.68230
Keerthi, S. Sathiya; Chapelle, Olivier; Decoste, Dennis
20
2006
SMO algorithm for least-squares SVM formulations. Zbl 1047.68100
Keerthi, S. S.; Shevade, S. K.
13
2003
A fast dual algorithm for kernel logistic regression. Zbl 1085.68127
Keerthi, S. S.; Duan, K. B.; Shevade, S. K.; Poo, A. N.
13
2005
An existence theorem for discrete-time infinite-horizon optimal control problems. Zbl 0566.49003
Keerthi, S. S.; Gilbert, E. G.
10
1985
Optimal infinite-horizon control and the stabilization of linear discrete-time systems: State-control constraints and nonquadratic cost functions. Zbl 0592.93048
Keerthi, S. S.; Gilbert, E. G.
6
1986
A distributed block coordinate descent method for training \(l_1\) regularized linear classifiers. Zbl 1435.68274
Mahajan, Dhruv; Keerthi, S. Sathiya; Sundararajan, S.
4
2017
Solution of parametrized linear inequalities by Fourier elimination and its applications. Zbl 0672.90083
Keerthi, S. S.; Sridharan, K.
4
1990
A tutorial survey of reinforcement learning. Zbl 1026.93520
Keerthi, S. Sathiya; Ravindran, B.
4
1994
Bayesian trigonometric support vector classifier. Zbl 1085.68620
Chu, Wei; Keerthi, S. Sathiya; Ong, Chong Jin
4
2003
Distance measures on intersecting objects and their applications. Zbl 0942.68739
Sridharan, K.; Stephanou, H. E.; Craig, K. C.; Keerthi, S. S.
2
1994
Multi-category classification by soft-max combination of binary classifiers. Zbl 1040.68617
Duan, Kaibo; Keerthi, S. Sathiya; Chu, Wei; Shevade, Shirish Krishnaj; Poo, Aun Neow
2
2003
An efficient approach for the numerical simulation of multibody systems. Zbl 0963.70502
Sudarsan, R.; Keerthi, S. Sathiya
2
1998
Information geometry and Plefka’s mean-field theory. Zbl 0969.82001
Bhattacharyya, C.; Keerthi, S. Sathiya
2
2000
Regional pole placement of multivariable systems under control structure constraints. Zbl 0825.93265
Keerthi, S. Sathiya; Phatak, Makarand S.
2
1995
Algorithms for the optimal loading of recursive neural nets. Zbl 0851.68095
Chandru, V.; Dattasharma, A.; Keerthi, S. S.; Sancheti, N. K.; Vinay, V.
2
1995
Stability regions for constrained nonlinear systems and their functional characterization via support-vector-machine learning. Zbl 1059.93119
Ong, C. J.; Keerthi, S. S.; Gilbert, E. G.; Zhang, Z. H.
2
2004
An efficient distributed learning algorithm based on effective local functional approximations. Zbl 1476.68235
Mahajan, Dhruv; Agrawal, Nikunj; Keerthi, S. Sathiya; Sellamanickam, Sundararajan; Bottou, Léon
2
2018
Rule prepending and post-pruning approach to incremental learning of decision lists. Zbl 0984.68712
Murthy, K. R. K.; Keerthi, S. S.; Murty, M. N.
1
2001
Numerical approaches for solutions of differential equations on manifolds. Zbl 0944.34040
Sudarsan, R.; Keerthi, S. Sathiya
1
1998
A fast dual algorithm for kernel logistic regression. Zbl 1470.62115
Keerthi, S. S.; Duan, K. B.; Shevade, S. K.; Poo, A. N.
1
2005
Distributed Newton methods for deep neural networks. Zbl 1472.68176
Wang, Chien-Chih; Tan, Kent Loong; Chen, Chun-Ting; Lin, Yu-Hsiang; Keerthi, S. Sathiya; Mahajan, Dhruv; Sundararajan, S.; Lin, Chih-Jen
1
2018
An efficient distributed learning algorithm based on effective local functional approximations. Zbl 1476.68235
Mahajan, Dhruv; Agrawal, Nikunj; Keerthi, S. Sathiya; Sellamanickam, Sundararajan; Bottou, Léon
2
2018
Distributed Newton methods for deep neural networks. Zbl 1472.68176
Wang, Chien-Chih; Tan, Kent Loong; Chen, Chun-Ting; Lin, Yu-Hsiang; Keerthi, S. Sathiya; Mahajan, Dhruv; Sundararajan, S.; Lin, Chih-Jen
1
2018
A distributed block coordinate descent method for training \(l_1\) regularized linear classifiers. Zbl 1435.68274
Mahajan, Dhruv; Keerthi, S. Sathiya; Sundararajan, S.
4
2017
Trust region Newton method for logistic regression. Zbl 1225.68195
Lin, Chih-Jen; Weng, Ruby C.; Keerthi, S. Sathiya
31
2008
Support vector ordinal regression. Zbl 1127.68080
Chu, Wei; Keerthi, S. Sathiya
25
2007
Building support vector machines with reduced classifier complexity. Zbl 1222.68230
Keerthi, S. Sathiya; Chapelle, Olivier; Decoste, Dennis
20
2006
A modified finite Newton method for fast solution of large scale linear SVMs. Zbl 1222.68231
Keerthi, S. Sathiya; Decoste, Dennis
30
2005
A fast dual algorithm for kernel logistic regression. Zbl 1085.68127
Keerthi, S. S.; Duan, K. B.; Shevade, S. K.; Poo, A. N.
13
2005
A fast dual algorithm for kernel logistic regression. Zbl 1470.62115
Keerthi, S. S.; Duan, K. B.; Shevade, S. K.; Poo, A. N.
1
2005
Stability regions for constrained nonlinear systems and their functional characterization via support-vector-machine learning. Zbl 1059.93119
Ong, C. J.; Keerthi, S. S.; Gilbert, E. G.; Zhang, Z. H.
2
2004
Asymptotic behaviors of support vector machines with Gaussian kernel. Zbl 1086.68569
Keerthi, S. Sathiya; Lin, Chih-Jen
62
2003
SMO algorithm for least-squares SVM formulations. Zbl 1047.68100
Keerthi, S. S.; Shevade, S. K.
13
2003
Bayesian trigonometric support vector classifier. Zbl 1085.68620
Chu, Wei; Keerthi, S. Sathiya; Ong, Chong Jin
4
2003
Multi-category classification by soft-max combination of binary classifiers. Zbl 1040.68617
Duan, Kaibo; Keerthi, S. Sathiya; Chu, Wei; Shevade, Shirish Krishnaj; Poo, Aun Neow
2
2003
Convergence of a generalized SMO algorithm for SVM classifier design. Zbl 0998.68109
Keerthi, S. S.; Gilbert, E. G.
31
2002
Improvements to Platt’s SMO algorithm for SVM classifier design. Zbl 1085.68629
Keerthi, S. S.; Shevade, S. K.; Bhattacharyya, C.; Murthy, K. R. K.
70
2001
Predictive approaches for choosing hyperparameters in Gaussian processes. Zbl 1108.62327
Sundararajan, S.; Keerthi, S. S.
22
2001
Rule prepending and post-pruning approach to incremental learning of decision lists. Zbl 0984.68712
Murthy, K. R. K.; Keerthi, S. S.; Murty, M. N.
1
2001
Information geometry and Plefka’s mean-field theory. Zbl 0969.82001
Bhattacharyya, C.; Keerthi, S. Sathiya
2
2000
An efficient approach for the numerical simulation of multibody systems. Zbl 0963.70502
Sudarsan, R.; Keerthi, S. Sathiya
2
1998
Numerical approaches for solutions of differential equations on manifolds. Zbl 0944.34040
Sudarsan, R.; Keerthi, S. Sathiya
1
1998
Regional pole placement of multivariable systems under control structure constraints. Zbl 0825.93265
Keerthi, S. Sathiya; Phatak, Makarand S.
2
1995
Algorithms for the optimal loading of recursive neural nets. Zbl 0851.68095
Chandru, V.; Dattasharma, A.; Keerthi, S. S.; Sancheti, N. K.; Vinay, V.
2
1995
A tutorial survey of reinforcement learning. Zbl 1026.93520
Keerthi, S. Sathiya; Ravindran, B.
4
1994
Distance measures on intersecting objects and their applications. Zbl 0942.68739
Sridharan, K.; Stephanou, H. E.; Craig, K. C.; Keerthi, S. S.
2
1994
Solution of parametrized linear inequalities by Fourier elimination and its applications. Zbl 0672.90083
Keerthi, S. S.; Sridharan, K.
4
1990
Optimal infinite-horizon feedback laws for a general class of constrained discrete-time systems: Stability and moving-horizon approximations. Zbl 0622.93044
Keerthi, S. S.; Gilbert, E. G.
118
1988
Computation of minimum-time feedback control laws for discrete-time systems with state-control constraints. Zbl 0611.93023
Keerthi, S. S.; Gilbert, E. G.
47
1987
Optimal infinite-horizon control and the stabilization of linear discrete-time systems: State-control constraints and nonquadratic cost functions. Zbl 0592.93048
Keerthi, S. S.; Gilbert, E. G.
6
1986
An existence theorem for discrete-time infinite-horizon optimal control problems. Zbl 0566.49003
Keerthi, S. S.; Gilbert, E. G.
10
1985
all top 5

Cited by 674 Authors

13 Keerthi, S. Sathiya
8 Lin, Chih-Jen
5 Carrizosa, Emilio
5 De Baets, Bernard
5 Shevade, Shirish Krishnaj
5 Waegeman, Willem
4 Bachoc, François
4 Martin-Barragan, Belen
4 Sciandrone, Marco
4 Tiňo, Peter
3 Agarwal, Shivani
3 Borkar, Vivek Shripad
3 Gutiérrez, Pedro Antonio
3 Hervás-Martínez, César
3 Huerta, Ramón
3 Lessmann, Stefan
3 Steinwart, Ingo
3 Sugiyama, Masashi
3 Sun, Jianguo
3 Xia, Xiao-Lei
3 Zhao, Yongping
2 Bioch, Jan C.
2 Blanquero, Rafael
2 Cawley, Gavin C.
2 Christmann, Andreas
2 Chu, Wei
2 De Brabanter, Kris
2 Duan, Kaibo
2 Felici, Giovanni
2 Ghaddar, Bissan
2 Gondzio, Jacek
2 Groenen, Patrick J. F.
2 Jiménez-Cordero, Asunción
2 Joachims, Thorsten
2 Lapucci, Matteo
2 Lee, Ching-Pei
2 Lee, Yuh-Jye
2 Lin, Hsuan-Tien
2 Lin, Qihang
2 Liu, Yiguang
2 Mahajan, Dhruv
2 Moguerza, Javier M.
2 Muñoz, Alberto
2 Nalbantov, Georgi I.
2 Naoum-Sawaya, Joe
2 Peng, Xinjun
2 Piccialli, Veronica
2 Poo, Aun Neow
2 Quevedo, José Ramón
2 Rodriguez-Lujan, Irene
2 Romero Morales, Dolores
2 Schweidtmann, Artur M.
2 Shahbaba, Babak
2 Sundararajan, Srikrishnan
2 Suykens, Johan A. K.
2 Suzuki, Taiji
2 Talbot, Nicola L. C.
2 Tian, Yingjie
2 Vehtari, Aki
2 Verwaeren, Jan
2 Wang, Chien-Chih
2 Yu, Chun-Nam John
2 Yun, Sangwoon
2 Zanni, Luca
2 Zhang, Cheng
2 Zhang, Tong
2 Zhang, Weiguo
2 Zhang, Xili
2 Zhao, Hongkai
2 Zhao, Ji
2 Zhong, Ping
2 Zhou, Shuisheng
1 Abate, Alessandro
1 Adrianto, Indra
1 Agarwal, Deepak
1 Aghdam, Amir G.
1 Agostinelli, Forest
1 Agrawal, Nikunj
1 Aguilera, Ana M.
1 Ahn, Jeongyoun
1 Aihara, Kazuyuki
1 Akrotirianakis, Ioannis G.
1 Alham, Nasullah Khalid
1 Álvarez Menéndez, L.
1 Álvarez Riesgo, J. A.
1 Amigó, José María
1 Anand, Ashish
1 Anguita, Davide
1 Anthony, Martin H. G.
1 Artemiou, Andreas
1 Babbar, Rohit
1 Bach, Francis R.
1 Bahamonde, Antonio
1 Bai, Xiang
1 Baldi, Pierre
1 Bandopadhyay, Sukumar
1 Bárány, Balázs
1 Beck, Amir
1 Bect, Julien
1 Bello, Rafael
...and 574 more Authors
all top 5

Cited in 107 Serials

24 Machine Learning
20 Neural Computation
18 Neural Networks
17 Pattern Recognition
11 European Journal of Operational Research
10 Computational Statistics and Data Analysis
9 Journal of Machine Learning Research (JMLR)
6 Computational Optimization and Applications
6 Mathematical Problems in Engineering
5 Applied Mathematics and Computation
5 Information Sciences
4 Advances in Data Analysis and Classification. ADAC
4 Journal of Theoretical Biology
3 Journal of Classification
3 Computers & Operations Research
3 PAA. Pattern Analysis and Applications
3 Electronic Journal of Statistics
2 Computers & Mathematics with Applications
2 Computer Methods in Applied Mechanics and Engineering
2 International Journal of Control
2 Automatica
2 Journal of Computational and Applied Mathematics
2 Journal of Multivariate Analysis
2 Mathematics and Computers in Simulation
2 Theoretical Computer Science
2 International Journal of Approximate Reasoning
2 Annals of Operations Research
2 Journal of Global Optimization
2 Computational Statistics
2 Mathematical Programming. Series A. Series B
2 SIAM Journal on Optimization
2 Computational and Applied Mathematics
2 Optimization Methods & Software
2 Data Mining and Knowledge Discovery
2 Sādhanā
2 Natural Computing
2 4OR
2 Computational Management Science
2 Inverse Problems in Science and Engineering
2 Statistical Analysis and Data Mining
2 Mathematical Geosciences
2 Statistics and Computing
2 SIAM/ASA Journal on Uncertainty Quantification
1 Artificial Intelligence
1 Computer Physics Communications
1 Discrete Applied Mathematics
1 Mathematical Biosciences
1 Scandinavian Journal of Statistics
1 Mathematics of Computation
1 Annals of the Institute of Statistical Mathematics
1 Fuzzy Sets and Systems
1 International Journal for Numerical Methods in Engineering
1 Journal of Optimization Theory and Applications
1 Meccanica
1 SIAM Journal on Computing
1 Systems & Control Letters
1 Insurance Mathematics & Economics
1 Advances in Mathematics (Beijing)
1 Journal of Computational Mathematics
1 Acta Mathematicae Applicatae Sinica. English Series
1 Statistical Science
1 Information and Computation
1 Econometric Reviews
1 Mathematical and Computer Modelling
1 Signal Processing
1 Applied Intelligence
1 Computational Mathematics and Mathematical Physics
1 Applied Mathematical Modelling
1 Automation and Remote Control
1 Foundations of Computing and Decision Sciences
1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
1 SIAM Journal on Scientific Computing
1 Applied Mathematics. Series B (English Edition)
1 International Journal of Computer Vision
1 Annals of Mathematics and Artificial Intelligence
1 INFORMS Journal on Computing
1 Science in China. Series E
1 Journal of Mathematical Chemistry
1 Nonlinear Dynamics
1 Abstract and Applied Analysis
1 Soft Computing
1 Mathematical Methods of Operations Research
1 Journal of Inequalities and Applications
1 Journal of Shanghai University
1 Journal of Biological Systems
1 Journal of High Energy Physics
1 Nonlinear Analysis. Real World Applications
1 Quantitative Finance
1 Journal of Systems Science and Complexity
1 OR Spectrum
1 JMMA. Journal of Mathematical Modelling and Algorithms
1 Acta Numerica
1 International Journal of Numerical Analysis and Modeling
1 Journal of Statistical Mechanics: Theory and Experiment
1 Mathematical Biosciences and Engineering
1 Journal of Industrial and Management Optimization
1 Journal of the Korean Statistical Society
1 The Annals of Applied Statistics
1 Algorithms
1 Mathematical Programming Computation
...and 7 more Serials

Citations by Year