Hsiang-Fu Yu
Hsiang-Fu Yu
Verified email at cs.utexas.edu - Homepage
TitleCited byYear
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
2912014
Scalable coordinate descent approaches to parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, I Dhillon
2012 IEEE 12th International Conference on Data Mining, 765-774, 2012
2522012
Dual coordinate descent methods for logistic regression and maximum entropy models
HF Yu, FL Huang, CJ Lin
Machine Learning 85 (1-2), 41-75, 2011
2292011
Large linear classification when data cannot fit in memory
HF Yu, CJ Hsieh, KW Chang, CJ Lin
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (4), 23, 2012
1802012
NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion
H Yun, HF Yu, CJ Hsieh, SVN Vishwanathan, I Dhillon
Proceedings of the VLDB Endowment 7 (11), 975-986, 2014
1352014
Feature engineering and classifier ensemble for KDD cup 2010
HF Yu, HY Lo, HP Hsieh, JK Lou, TG McKenzie, JW Chou, PH Chung, ...
KDD Cup, 2010
1352010
Collaborative filtering with graph information: Consistency and scalable methods
N Rao, HF Yu, PK Ravikumar, IS Dhillon
Advances in neural information processing systems, 2107-2115, 2015
1172015
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41 (3), 793-819, 2014
1042014
Temporal regularized matrix factorization for high-dimensional time series prediction
HF Yu, N Rao, IS Dhillon
Advances in neural information processing systems, 847-855, 2016
101*2016
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent.
CJ Hsieh, HF Yu, IS Dhillon
ICML 15 (2015), 2370-2379, 2015
812015
Libshorttext: A library for short-text classification and analysis
H Yu, C Ho, Y Juan, C Lin
Rapport interne, Department of Computer Science, National Taiwan University …, 2013
612013
A scalable asynchronous distributed algorithm for topic modeling
HF Yu, CJ Hsieh, H Yun, SVN Vishwanathan, IS Dhillon
Proceedings of the 24th International Conference on World Wide Web, 1340-1350, 2015
542015
Asynchronous parallel greedy coordinate descent
Y You, X Lian, J Liu, HF Yu, IS Dhillon, J Demmel, CJ Hsieh
Advances in Neural Information Processing Systems, 4682-4690, 2016
272016
Product title classification versus text classification
HF Yu, CH Ho, P Arunachalam, M Somaiya, CJ Lin
Csie. Ntu. Edu. Tw, 1-25, 2012
222012
An ensemble of three classifiers for kdd cup 2009: Expanded linear model, heterogeneous boosting, and selective naive bayes
HY Lo, KW Chang, ST Chen, TH Chiang, CS Ferng, CJ Hsieh, YK Ko, ...
Proceedings of the 2009 International Conference on KDD-Cup 2009-Volume 7, 57-64, 2009
172009
A greedy approach for budgeted maximum inner product search
HF Yu, CJ Hsieh, Q Lei, IS Dhillon
Advances in Neural Information Processing Systems, 5453-5462, 2017
152017
Selection of negative samples for one-class matrix factorization
HF Yu, M Bilenko, CJ Lin
Proceedings of the 2017 SIAM International Conference on Data Mining, 363-371, 2017
132017
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
132013
A unified algorithm for one-cass structured matrix factorization with side information
HF Yu, HY Huang, I Dhillon, CJ Lin
Thirty-First AAAI Conference on Artificial Intelligence, 2017
112017
Extreme stochastic variational inference: distributed and asynchronous
J Zhang, P Raman, S Ji, HF Yu, SVN Vishwanathan, IS Dhillon
arXiv preprint arXiv:1605.09499, 2016
72016
The system can't perform the operation now. Try again later.
Articles 1–20