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Heng-Tze Cheng
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Wide & deep learning for recommender systems
HT Cheng, L Koc, J Harmsen, T Shaked, T Chandra, H Aradhye, ...
Proceedings of the 1st workshop on deep learning for recommender systems, 7-10, 2016
26682016
Activity-aware mental stress detection using physiological sensors
FT Sun, C Kuo, HT Cheng, S Buthpitiya, P Collins, M Griss
International conference on Mobile computing, applications, and services …, 2010
4772010
Methods and apparatus for contactless gesture recognition
AM Chen, HT Cheng, A Razdan, EB Buller
US Patent App. 13/161,955, 2011
3742011
Tfx: A tensorflow-based production-scale machine learning platform
D Baylor, E Breck, HT Cheng, N Fiedel, CY Foo, Z Haque, S Haykal, ...
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
3642017
Nuactiv: Recognizing unseen new activities using semantic attribute-based learning
HT Cheng, FT Sun, M Griss, P Davis, J Li, D You
Proceeding of the 11th annual international conference on Mobile systems …, 2013
1442013
Lamda: Language models for dialog applications
R Thoppilan, D De Freitas, J Hall, N Shazeer, A Kulshreshtha, HT Cheng, ...
arXiv preprint arXiv:2201.08239, 2022
1162022
Toward multi-modal music emotion classification
YH Yang, YC Lin, HT Cheng, IB Liao, YC Ho, HH Chen
Pacific-Rim Conference on Multimedia, 70-79, 2008
1092008
Automatic chord recognition for music classification and retrieval
HT Cheng, YH Yang, YC Lin, IB Liao, HH Chen
2008 IEEE International Conference on Multimedia and Expo, 1505-1508, 2008
1072008
Towards zero-shot learning for human activity recognition using semantic attribute sequence model
HT Cheng, M Griss, P Davis, J Li, D You
Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013
802013
et almbox. 2016. Wide & deep learning for recommender systems
HT Cheng, L Koc, J Harmsen, T Shaked, T Chandra, H Aradhye, ...
Proceedings of the 1st workshop on deep learning for recommender systems. ACM, 2016
772016
SlateQ: A tractable decomposition for reinforcement learning with recommendation sets
E Ie, V Jain, J Wang, S Narvekar, R Agarwal, R Wu, HT Cheng, T Chandra, ...
712019
Contactless gesture recognition system using proximity sensors
HT Cheng, AM Chen, A Razdan, E Buller
2011 IEEE International Conference on Consumer Electronics (ICCE), 149-150, 2011
642011
Nonparametric discovery of human routines from sensor data
FT Sun, YT Yeh, HT Cheng, C Kuo, M Griss
2014 IEEE international conference on pervasive computing and communications …, 2014
632014
Reinforcement learning for slate-based recommender systems: A tractable decomposition and practical methodology
E Ie, V Jain, J Wang, S Narvekar, R Agarwal, R Wu, HT Cheng, ...
arXiv preprint arXiv:1905.12767, 2019
492019
Mr. Emo: Music retrieval in the emotion plane
YH Yang, YC Lin, HT Cheng, HH Chen
Proceedings of the 16th ACM international conference on Multimedia, 1003-1004, 2008
492008
Pnlum: System for prediction of next location for users with mobility
L Nguyen, HT Cheng, P Wu, S Buthpitiya, Y Zhang
Nokia Mobile Data Challenge 2012 Workshop. p. Dedicated challenge 2 (2), 2012
362012
Multimodal structure segmentation and analysis of music using audio and textual information
HT Cheng, YH Yang, YC Lin, HH Chen
2009 IEEE International Symposium on Circuits and Systems, 1677-1680, 2009
272009
Tensorflow estimators: Managing simplicity vs. flexibility in high-level machine learning frameworks
HT Cheng, Z Haque, L Hong, M Ispir, C Mewald, I Polosukhin, ...
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
252017
System and method for activity recognition
HT Cheng, PC Davis, J Li, D You
US Patent 9,278,255, 2016
242016
Wide and deep machine learning models
T Shaked, R Anil, HB Aradhye, G Anderson, W Chai, ML Koc, J Harmsen, ...
US Patent 10,762,422, 2020
222020
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