Hsiang-Fu Yu
Hsiang-Fu Yu
Verified email at cs.utexas.edu - Homepage
Title
Cited by
Cited by
Year
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
4342014
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
3462011
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
3192012
Temporal regularized matrix factorization for high-dimensional time series prediction
HF Yu, N Rao, IS Dhillon
Advances in neural information processing systems 29, 847-855, 2016
245*2016
Collaborative Filtering with Graph Information: Consistency and Scalable Methods.
N Rao, HF Yu, P Ravikumar, IS Dhillon
NIPS 2 (4), 7, 2015
2142015
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), 1-23, 2012
1992012
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
1762010
Nomad: Non-locking, stochastic multi-machine algorithm for asynchronous and decentralized matrix completion
H Yun, HF Yu, CJ Hsieh, SVN Vishwanathan, I Dhillon
arXiv preprint arXiv:1312.0193, 2013
1712013
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41 (3), 793-819, 2014
1462014
Passcode: Parallel asynchronous stochastic dual co-ordinate descent
CJ Hsieh, HF Yu, I Dhillon
International Conference on Machine Learning, 2370-2379, 2015
1052015
Think globally, act locally: A deep neural network approach to high-dimensional time series forecasting
R Sen, HF Yu, I Dhillon
arXiv preprint arXiv:1905.03806, 2019
912019
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
772015
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
682013
Taming pretrained transformers for extreme multi-label text classification
WC Chang, HF Yu, K Zhong, Y Yang, IS Dhillon
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
67*2020
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
452016
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
362017
Product title classification versus text classification
HF Yu, CH Ho, P Arunachalam, M Somaiya, CJ Lin
Csie. Ntu. Edu. Tw, 1-25, 2012
362012
A greedy approach for budgeted maximum inner product search
HF Yu, CJ Hsieh, Q Lei, IS Dhillon
arXiv preprint arXiv:1610.03317, 2016
312016
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
232013
A unified algorithm for one-cass structured matrix factorization with side information
HF Yu, HY Huang, I Dhillon, CJ Lin
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
202017
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Articles 1–20