Yijie Peng
- One Forward is Enough for Neural Network Training via Likelihood Ratio Method
2023/05/15 by Jinyang Jiang, Jiang, Jinyang, Zeliang Zhang +7 · 1 voice · 1 citation
Computer Science · #Advanced Neural Network Applications #Machine Learning and ELM #Neural Networks and Applications #cs.LG #cs.NE #math.OC
- Noise Optimization for Artificial Neural Networks
2021/02/06 by Xiao Li, Zeliang Zhang, Xiao, Li +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Training Artificial Neural Networks by Generalized Likelihood Ratio Method: Exploring Brain-like Learning to Improve Robustness
2019/01/31 by Li Xiao, Xiao, Li, Yijie Peng +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Dynamic Cloud Service-Capacity Deployment with Costly Response Readiness
2026/07/23 by Ruihan Zhou, Xiaowei Zhang, Yijie Peng
#math.OC
- Near-Oracle Robustification of Finite-Difference Stochastic Gradient Estimators via Cheap Pilot Calibration
2026/07/26 by Haidong Li, Henry Lam, Yijie Peng
#stat.ME