Zhou, Dengyong
- Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation
2018/10/29 by Qiang Liu, Liu, Qiang, Lihong Li +5 · 31 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
- Neuro-Symbolic Program Synthesis
2016/11/06 by Emilio Parisotto, Abdelrahman Mohamed, Parisotto, Emilio +9 · 5 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Oil and Gas Production Techniques #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
- Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing
2014/06/15 by Yuchen Zhang, Xi Chen, Zhang, Yuchen +5 · 4 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Infrastructure Maintenance and Monitoring #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
- On the Discrimination-Generalization Tradeoff in GANs
2017/11/07 by Pengchuan Zhang, Zhang, Pengchuan, Qiang Liu +7 · 7 citations
Computer Science · #Evolutionary Algorithms and Applications #Neural Networks and Applications #Cellular Automata and Applications
- Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision
2020/02/20 by Liu, Xingchao, Ye, Mao, Zhou, Dengyong +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Stochastic Variance Reduction Methods for Policy Evaluation
2017/02/25 by Du, Simon S., Chen, Jianshu, Li, Lihong +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Minimax Optimal Convergence Rates for Estimating Ground Truth from Crowdsourced Labels
2013/10/22 by Chao Gao, Dengyong Zhou, Gao, Chao +1 · 4 citations
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Image and Video Quality Assessment #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Statistics Theory (math.ST)
- Exact Exponent in Optimal Rates for Crowdsourcing
2016/05/25 by Chao Gao, Gao, Chao, Yu Lu +3 · 1 citation
Computer Science · Decision Sciences · #Auction Theory and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Statistics Theory (math.ST)
- Sequence Modeling via Segmentations
2017/02/24 by Wang, Chong, Wang, Yining, Huang, Po-Sen +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation
2019/10/16 by Tang, Ziyang, Feng, Yihao, Li, Lihong +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Error Rate Bounds in Crowdsourcing Models
2013/07/10 by Hong-Wei Li, Li, Hongwei, Bin Yu +3 · 1 citation
Computer Science · Decision Sciences · #Applications (stat.AP) #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data