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
3852014
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
3022011
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
2982012
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
1902012
Collaborative Filtering with Graph Information: Consistency and Scalable Methods.
N Rao, HF Yu, P Ravikumar, IS Dhillon
NIPS 2 (4), 7, 2015
1852015
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction.
HF Yu, N Rao, IS Dhillon
NIPS, 847-855, 2016
181*2016
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
1702010
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
1652013
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41 (3), 793-819, 2014
1392014
Passcode: Parallel asynchronous stochastic dual co-ordinate descent
CJ Hsieh, HF Yu, I Dhillon
International Conference on Machine Learning, 2370-2379, 2015
1012015
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
712015
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
422019
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
402016
Product title classification versus text classification
HF Yu, CH Ho, P Arunachalam, M Somaiya, CJ Lin
Csie. Ntu. Edu. Tw, 1-25, 2012
312012
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
A greedy approach for budgeted maximum inner product search
HF Yu, CJ Hsieh, Q Lei, IS Dhillon
arXiv preprint arXiv:1610.03317, 2016
212016
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
212013
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, ...
KDD-Cup 2009 Competition, 57-64, 2009
172009
Learningword embeddings for low-resource languages by pu learning
C Jiang, HF Yu, CJ Hsieh, KW Chang
arXiv preprint arXiv:1805.03366, 2018
162018
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