Liu, Yucong

1. Attention is a smoothed cubic spline
   2024/08/19 by Zehua Lai, Lek‐Heng Lim, Lai, Zehua +4 · 2 voices · 2 citations
   Engineering · #Advanced Numerical Analysis Techniques
2. Path-following methods for Maximum a Posteriori estimators in Bayesian hierarchical models: How estimates depend on hyperparameters
   2022/11/14 by Zilai Si, Si, Zilai, Yucong Liu +3 · 2 citations
   Computer Science · Mathematics · #62F15 #65F08 #65K10 #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference
3. Regularizing Deep Neural Networks with Stochastic Estimators of Hessian Trace
   2022/08/11 by Yucong Liu, Liu, Yucong, Shixing Yu +3 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation
   2022/11/28 by Yucong Liu, Chi-Hua Wang, Liu, Yucong +3 · 1 citation
   Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
5. Neural Networks are Integrable
   2023/10/22 by Liu, Yucong · 1 citation
   #FOS: Mathematics #Numerical Analysis (math.NA)