Chen, Yanzhen

1. Quantile regression with deep ReLU Networks: Estimators and minimax rates
   2020/10/16 by Oscar Hernán Madrid Padilla, Padilla, Oscar Hernan Madrid, Wesley Tansey +3 · 6 citations
   Mathematics · Engineering · Computer Science · #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
2. Adaptive Non-Parametric Regression With the K-NN Fused Lasso
   2018/07/31 by Oscar Hernán Madrid Padilla, Padilla, Oscar Hernan Madrid, James Sharpnack +5 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Risk and Portfolio Optimization #Statistical Methods and Inference
3. A causal fused lasso for interpretable heterogeneous treatment effects estimation
   2021/10/03 by Padilla, Oscar Hernan Madrid, Chen, Yanzhen, Padilla, Carlos Misael Madrid +1 · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)
4. SIRe-IR: Inverse Rendering for BRDF Reconstruction with Shadow and Illumination Removal in High-Illuminance Scenes
   2023/10/19 by Yang, Ziyi, Chen, Yanzhen, Gao, Xinyu +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks
   2024/12/29 by Carlos Misael Madrid Padilla, Oscar Hernán Madrid Padilla, Padilla, Carlos Misael Madrid +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)