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
3932014
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
3212011
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
3012012
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction.
HF Yu, N Rao, IS Dhillon
NIPS, 847-855, 2016
199*2016
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
1932012
Collaborative Filtering with Graph Information: Consistency and Scalable Methods.
N Rao, HF Yu, P Ravikumar, IS Dhillon
NIPS 2 (4), 7, 2015
1902015
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 11, 2010
1732010
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
1682013
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41 (3), 793-819, 2014
1402014
Passcode: Parallel asynchronous stochastic dual co-ordinate descent
CJ Hsieh, HF Yu, I Dhillon
International Conference on Machine Learning, 2370-2379, 2015
1062015
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
722015
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
672013
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
542019
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
412016
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
352020
Product title classification versus text classification
HF Yu, CH Ho, P Arunachalam, M Somaiya, CJ Lin
Csie. Ntu. Edu. Tw, 1-25, 2012
312012
A greedy approach for budgeted maximum inner product search
HF Yu, CJ Hsieh, Q Lei, IS Dhillon
arXiv preprint arXiv:1610.03317, 2016
272016
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
262017
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
222013
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
172017
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Articles 1–20