Enlu Zhou
- Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization
2021/02/24 by Tianyi Liu, Yan Li, Liu, Tianyi +7 · 4 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques
- Gradient-Based Adaptive Stochastic Search for Non-Differentiable Optimization
2013/01/07 by Enlu Zhou, Zhou, Enlu, Jiaqiao Hu +1 · 2 citations
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Towards Understanding the Importance of Shortcut Connections in Residual\n Networks
2019/09/10 by Tianyi Liu, Minshuo Chen, Liu, Tianyi +9 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Data-driven Ranking and Selection under Input Uncertainty
2017/08/28 by Di Wu, Yuhao Wang, Wu, Di +3 · 2 citations
Decision Sciences · #Simulation Techniques and Applications #Auction Theory and Applications #Advanced Statistical Process Monitoring
- The Empirical Likelihood Approach to Quantifying Uncertainty in Sample Average Approximation
2016/04/09 by Henry Lam, Enlu Zhou, Lam, Henry +1 · 1 citation
Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Fuzzy Systems and Optimization #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Risk and Portfolio Optimization #Statistics Theory (math.ST)
- Simulation Optimization of Risk Measures with Adaptive Risk Levels
2016/08/02 by Helin Zhu, Joshua Q. Hale, Zhu, Helin +3 · 1 citation
Decision Sciences · Social Sciences · #Risk and Portfolio Optimization #Insurance, Mortality, Demography, Risk Management #Probability and Risk Models
- Bayesian Distributionally Robust Optimization
2021/12/16 by Alexander Shapiro, Shapiro, Alexander, Enlu Zhou +3 · 2 citations
Decision Sciences · Mathematics · #Risk and Portfolio Optimization #Forecasting Techniques and Applications #Statistical Methods and Inference
- Analyzing and provably improving fixed budget ranking and selection algorithms
2018/11/26 by Di Wu, Wu, Di, Enlu Zhou +1 · 1 citation
Computer Science · Decision Sciences · Mathematics · #FOS: Electrical engineering #FOS: Mathematics #Modeling, Simulation, and Optimization #Optimization and Control (math.OC) #Signal Processing (eess.SP) #Simulation Techniques and Applications #Spreadsheets and End-User Computing #Systems and Control (eess.SY) #electronic engineering #information engineering