Prati
Hsiang-Fu Yu
Hsiang-Fu Yu
Principal Applied Scientist at Amazon
Potvrđena adresa e-pošte na cs.utexas.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
4932014
Dual coordinate descent methods for logistic regression and maximum entropy models
HF Yu, FL Huang, CJ Lin
Machine Learning 85, 41-75, 2011
4082011
Temporal regularized matrix factorization for high-dimensional time series prediction
HF Yu, N Rao, IS Dhillon
Advances in neural information processing systems 29, 2016
3942016
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
3182012
Collaborative filtering with graph information: Consistency and scalable methods
N Rao, HF Yu, PK Ravikumar, IS Dhillon
Advances in neural information processing systems 28, 2015
2772015
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
2192012
Think globally, act locally: A deep neural network approach to high-dimensional time series forecasting
R Sen, HF Yu, IS Dhillon
Advances in neural information processing systems 32, 2019
2062019
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
1912010
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
1842013
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
183*2020
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41, 793-819, 2014
1642014
Passcode: Parallel asynchronous stochastic dual co-ordinate descent
CJ Hsieh, HF Yu, I Dhillon
International Conference on Machine Learning, 2370-2379, 2015
1112015
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
802015
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
742013
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
622020
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
562017
Product title classification versus text classification
HF Yu, CH Ho, P Arunachalam, M Somaiya, CJ Lin
Csie. Ntu. Edu. Tw, 1-25, 2012
482012
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
472016
A greedy approach for budgeted maximum inner product search
HF Yu, CJ Hsieh, Q Lei, IS Dhillon
Advances in neural information processing systems 30, 2017
402017
Fast multi-resolution transformer fine-tuning for extreme multi-label text classification
J Zhang, WC Chang, HF Yu, I Dhillon
Advances in Neural Information Processing Systems 34, 7267-7280, 2021
282021
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