Hsiang-Fu Yu
Hsiang-Fu Yu
Geverifieerd e-mailadres voor cs.utexas.edu - Homepage
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Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
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
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
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
Collaborative Filtering with Graph Information: Consistency and Scalable Methods.
N Rao, HF Yu, P Ravikumar, IS Dhillon
NIPS 2 (4), 7, 2015
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
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
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
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41 (3), 793-819, 2014
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
Passcode: Parallel asynchronous stochastic dual co-ordinate descent
CJ Hsieh, HF Yu, I Dhillon
International Conference on Machine Learning, 2370-2379, 2015
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
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
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
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
Product title classification versus text classification
HF Yu, CH Ho, P Arunachalam, M Somaiya, CJ Lin
Csie. Ntu. Edu. Tw, 1-25, 2012
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
A greedy approach for budgeted maximum inner product search
HF Yu, CJ Hsieh, Q Lei, IS Dhillon
arXiv preprint arXiv:1610.03317, 2016
Learning to encode position for transformer with continuous dynamical model
X Liu, HF Yu, I Dhillon, CJ Hsieh
International Conference on Machine Learning, 6327-6335, 2020
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, IS Dhillon
arXiv preprint arXiv:1307.5101, 2013
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