Hou, Jikai

1. Distillation ≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network
   2019/10/02 by Bin Dong, Jikai Hou, Dong, Bin +5 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
2. Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems
   2019/05/28 by Cai, Tianle, Gao, Ruiqi, Hou, Jikai +5 · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Uncertainty Quantification of MLE for Entity Ranking with Covariates
   2022/12/20 by Jianqing Fan, Fan, Jianqing, Jikai Hou +3 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Economic and Environmental Valuation #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Multi-Criteria Decision Making #Statistics Theory (math.ST)