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Hsieh, Cho-Jui

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Author ID: hsieh.cho-jui Recent zbMATH articles by "Hsieh, Cho-Jui"
Published as: Hsieh, Cho-Jui
Documents Indexed: 11 Publications since 2008

Publications by Year

Citations contained in zbMATH Open

8 Publications have been cited 190 times in 171 Documents Cited by Year
LIBLINEAR: a library for large linear classification. Zbl 1225.68175
Fan, Rong-En; Chang, Kai-Wei; Hsieh, Cho-Jui; Wang, Xiang-Rui; Lin, Chih-Jen
106
2008
Coordinate descent method for large-scale L2-loss linear support vector machines. Zbl 1225.68157
Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen
27
2008
A comparison of optimization methods and software for large-scale L1-regularized linear classification. Zbl 1242.62065
Yuan, Guo-Xun; Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen
25
2010
QUIC: quadratic approximation for sparse inverse covariance estimation. Zbl 1319.65048
Hsieh, Cho-Jui; Sustik, Mátyás A.; Dhillon, Inderjit S.; Ravikumar, Pradeep
13
2014
Memory efficient kernel approximation. Zbl 1433.68399
Si, Si; Hsieh, Cho-Jui; Dhillon, Inderjit S.
6
2017
Training and testing low-degree polynomial data mappings via linear SVM. Zbl 1242.68210
Chang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen
5
2010
Prediction and clustering in signed networks: a local to global perspective. Zbl 1319.91134
Chiang, Kai-Yang; Hsieh, Cho-Jui; Natarajan, Nagarajan; Dhillon, Inderjit S.; Tewari, Ambuj
5
2014
Iterative scaling and coordinate descent methods for maximum entropy models. Zbl 1242.68351
Huang, Fang-Lan; Hsieh, Cho-Jui; Chang, Kai-Wei; Lin, Chih-Jen
3
2010
Memory efficient kernel approximation. Zbl 1433.68399
Si, Si; Hsieh, Cho-Jui; Dhillon, Inderjit S.
6
2017
QUIC: quadratic approximation for sparse inverse covariance estimation. Zbl 1319.65048
Hsieh, Cho-Jui; Sustik, Mátyás A.; Dhillon, Inderjit S.; Ravikumar, Pradeep
13
2014
Prediction and clustering in signed networks: a local to global perspective. Zbl 1319.91134
Chiang, Kai-Yang; Hsieh, Cho-Jui; Natarajan, Nagarajan; Dhillon, Inderjit S.; Tewari, Ambuj
5
2014
A comparison of optimization methods and software for large-scale L1-regularized linear classification. Zbl 1242.62065
Yuan, Guo-Xun; Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen
25
2010
Training and testing low-degree polynomial data mappings via linear SVM. Zbl 1242.68210
Chang, Yin-Wen; Hsieh, Cho-Jui; Chang, Kai-Wei; Ringgaard, Michael; Lin, Chih-Jen
5
2010
Iterative scaling and coordinate descent methods for maximum entropy models. Zbl 1242.68351
Huang, Fang-Lan; Hsieh, Cho-Jui; Chang, Kai-Wei; Lin, Chih-Jen
3
2010
LIBLINEAR: a library for large linear classification. Zbl 1225.68175
Fan, Rong-En; Chang, Kai-Wei; Hsieh, Cho-Jui; Wang, Xiang-Rui; Lin, Chih-Jen
106
2008
Coordinate descent method for large-scale L2-loss linear support vector machines. Zbl 1225.68157
Chang, Kai-Wei; Hsieh, Cho-Jui; Lin, Chih-Jen
27
2008
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Cited by 463 Authors

5 Lin, Chih-Jen
4 Deng, Naiyang
4 Lu, Zhaosong
4 Shao, Yuanhai
4 Tsang, Ivor Wai-Hung
4 Xiao, Lin
4 Xu, Yangyang
4 Yin, Wotao
3 Lee, Ching-Pei
3 Tian, Yingjie
2 Babbar, Rohit
2 Bottou, Léon
2 Cristofari, Andrea
2 Dorado, Julian
2 Fawzi, Alhussein
2 Fernandez-Lozano, Carlos
2 Fountoulakis, Kimon
2 Frossard, Pascal
2 Gondzio, Jacek
2 Hu, Wenze
2 Keerthi, S. Sathiya
2 Li, Qingna
2 Liu, Dalian
2 Liu, Weiwei
2 Mahajan, Dhruv
2 Mairal, Julien
2 Munteanu, Cristian Robert
2 Nocedal, Jorge
2 Pan, Sinno Jialin
2 Rinaldi, Francesco
2 Scheinberg, Katya
2 Takáč, Martin
2 Wang, Zhen
2 Wang, Zhenyuan
2 Wu, Yingnian
2 Zhou, Joey Tianyi
2 Zhou, Mingyuan
2 Zhu, Song-Chun
1 Agarwal, Deepak
1 Agrawal, Nikunj
1 Ağraz, Melih
1 Akrotirianakis, Ioannis G.
1 Alarcón, Teresa E. M.
1 Amiriparian, Shahin
1 Anand, R. Sai
1 Arenas-García, Jerónimo
1 Arrigo, Francesca
1 Avron, Haim
1 Bach, Francis R.
1 Bahamonde, Antonio
1 Bai, Lan
1 Bai, Zhaojun
1 Ballani, Jonas
1 Basili, Roberto
1 Bastianelli, Emanuele
1 Bazhenov, Maxim
1 Bengio, Yoshua
1 Berrendero, Jose Ramon
1 Bertsimas, Dimitris John
1 Bhattacharya, Sourangshu
1 Biros, George
1 Bischl, Bernd
1 Blanchard, Gilles
1 Blein, Thomas
1 Blondel, Mathieu
1 Bodesheim, Paul
1 Bordes, Antoine
1 Bratko, Ivan
1 Briceño-Arias, Luis M.
1 Brox, Thomas
1 Bukhari, Qasim
1 Byrd, Richard H.
1 Caramanis, Constantine
1 Castro, Cristiano Leite de
1 Cesarini, Mirko
1 Chakraborty, Amit
1 Chambers, America
1 Chaovalitwongse, Wanpracha Art
1 Chechik, Gal
1 Chellappa, Rama
1 Chen, Luonan
1 Chen, Weijie
1 Chen, Yusi
1 Cheng, Wanyou
1 Cheng, Wei
1 Chiang, Kai-Yang
1 Chierchia, Giovanni
1 Chouzenoux, Emilie
1 Chow, Yat Tin
1 Corander, Jukka
1 Corchado, Juan Manuel
1 Croce, Danilo
1 Cuevas, Antonio
1 Cuiñas, Rubén F.
1 Cummins, Nicholas
1 Curtis, Frank E.
1 Dalmau, Oscar
1 Darve, Eric
1 Davies, Mike E.
1 De Santis, Marianna
...and 363 more Authors
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Cited in 61 Serials

17 Machine Learning
15 Journal of Machine Learning Research (JMLR)
11 International Journal of Computer Vision
10 Pattern Recognition
8 Information Sciences
7 Mathematical Programming. Series A. Series B
7 SIAM Journal on Optimization
7 Computational Optimization and Applications
5 Computational Statistics and Data Analysis
5 SIAM Journal on Scientific Computing
4 Artificial Intelligence
4 Neural Computation
4 Optimization Methods & Software
4 Journal of Theoretical Biology
3 Journal of Scientific Computing
3 Neural Networks
3 Data Mining and Knowledge Discovery
2 Fuzzy Sets and Systems
2 Statistical Science
2 Journal of Statistical Computation and Simulation
2 INFORMS Journal on Computing
2 Mathematical Problems in Engineering
2 Advances in Data Analysis and Classification. ADAC
2 The Annals of Applied Statistics
1 Computer Methods in Applied Mechanics and Engineering
1 Journal of Mathematical Analysis and Applications
1 Scandinavian Journal of Statistics
1 Computing
1 Journal of the American Statistical Association
1 Journal of Computational and Applied Mathematics
1 Journal of Multivariate Analysis
1 Quarterly of Applied Mathematics
1 SIAM Journal on Numerical Analysis
1 International Journal of Approximate Reasoning
1 SIAM Journal on Matrix Analysis and Applications
1 Computational Mathematics and Modeling
1 Annals of Operations Research
1 Applied Mathematical Modelling
1 European Journal of Operational Research
1 SIAM Journal on Applied Mathematics
1 SIAM Review
1 Journal of Mathematical Imaging and Vision
1 Cybernetics and Systems Analysis
1 Applied and Computational Harmonic Analysis
1 ETNA. Electronic Transactions on Numerical Analysis
1 Annals of Mathematics and Artificial Intelligence
1 Complexity
1 Abstract and Applied Analysis
1 Soft Computing
1 Mathematical Methods of Operations Research
1 Journal of Combinatorial Optimization
1 PAA. Pattern Analysis and Applications
1 Sādhanā
1 4OR
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Statistical Analysis and Data Mining
1 Electronic Journal of Statistics
1 SIAM Journal on Imaging Sciences
1 International Journal of Advances in Engineering Sciences and Applied Mathematics
1 Bayesian Analysis
1 Japanese Journal of Statistics and Data Science

Citations by Year