Chun-Sung Ferng
Chun-Sung Ferng
Software Engineer, Google
Verifierad e-postadress på google.com
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A linear ensemble of individual and blended models for music rating prediction
PL Chen, CT Tsai, YN Chen, KC Chou, CL Li, CH Tsai, KW Wu, YC Chou, ...
Proceedings of KDD Cup 2011, 21-60, 2012
632012
Multi-label classification with error-correcting codes
CS Ferng, HT Lin
Asian conference on machine learning, 281-295, 2011
392011
A two-stage ensemble of diverse models for advertisement ranking in kdd cup 2012
KW Wu, CS Ferng, CH Ho, AC Liang, CH Huang, WY Shen, JY Jiang, ...
ACM SIGKDD KDD-Cup WorkShop, 2012
262012
Active learning using hint information
CL Li, CS Ferng, HT Lin
Neural computation 27 (8), 1738-1765, 2015
172015
Active learning with hinted support vector machine
CL Li, CS Ferng, HT Lin
Asian Conference on Machine Learning, 221-235, 2012
172012
Novel models and ensemble techniques to discriminate favorite items from unrated ones for personalized music recommendation
TG McKenzie, CS Ferng, YN Chen, CL Li, CH Tsai, KW Wu, YH Chang, ...
Proceedings of KDD Cup 2011, 101-135, 2012
172012
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
Multilabel classification using error-correcting codes of hard or soft bits
CS Ferng, HT Lin
IEEE transactions on neural networks and learning systems 24 (11), 1888-1900, 2013
152013
Canonical image selection and efficient image graph construction for large-scale Flickr photos
LC Hsieh, KT Chen, CH Chiang, YH Yang, GL Wu, CS Ferng, HW Hsueh, ...
Proceedings of the 17th ACM international conference on Multimedia, 1121-1122, 2009
42009
Neural structured learning: training neural networks with structured signals
A Gopalan, DC Juan, CI Magalhaes, CS Ferng, A Heydon, CT Lu, P Pham, ...
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
22021
Finding Fast Transformers: One-Shot Neural Architecture Search by Component Composition
H Tsai, J Ooi, CS Ferng, HW Chung, J Riesa
arXiv preprint arXiv:2008.06808, 2020
22020
An ensemble ranking solution to the yahoo! learning to rank challenge
MF Tsai, ST Chen, YN Chen, CS Ferng, CH Wang, TY Wen, HT Lin
National Taiwan University, Tech. Rep, 2010
22010
Demystifying the Better Performance of Position Encoding Variants for Transformer
PC Chen, H Tsai, S Bhojanapalli, HW Chung, YW Chang, CS Ferng
arXiv preprint arXiv:2104.08698, 2021
2021
Adversarial Robustness Across Representation Spaces
P Awasthi, G Yu, CS Ferng, A Tomkins, DC Juan
arXiv preprint arXiv:2012.00802, 2020
2020
Neural Structured Learning in TensorFlow: Hands-On Tutorial at KDD
A Gopalan, DC Juan, CI Magalhaes, CS Ferng, A Heydon, CT Lu, ...
2020
剛性與柔性解碼之錯誤更正碼於多標籤分類學習之應用
CS Ferng
臺灣大學資訊工程學研究所學位論文, 1-58, 2012
2012
Feature engineering and classifier ensemble for KDD Cup 2010, 2011
HY Lo, KW Chang, ST Chen, TH Chiang, CS Ferng, CJ Hsieh, YK Ko, ...
JMLR Workshop and Conference Proceedings, 0
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Artiklar 1–17