Guohao Shen

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Quantile Regression

Cross Validated

Top Venues

Comput. Stat. Data Anal.

Publications

Ding Huang, Jian Huang, Ting Li, Guohao Shen
Conditional Stochastic Interpolation for Generative Learning. CoRR (2023)
Guohao Shen
Complexity of Feed-Forward Neural Networks from the Perspective of Functional Equivalence. CoRR (2023)
Meiling Hao, Yuanyuan Lin, Guohao Shen, Wen Su
Nonparametric inference on smoothed quantile regression process. Comput. Stat. Data Anal. 179 (2023)
Shanshan Song, Tong Wang, Guohao Shen, Yuanyuan Lin, Jian Huang
Wasserstein Generative Regression. CoRR (2023)
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression. CoRR (2023)
Lebin Liang, Haotian Rao, Guohao Shen, Can Wang, Xinyu Wu
A Real-time Framework for UAV Indoor Self-Positioning and 3D Mapping Base on 2D Lidar, Stereo Camera and IMU. RCAR (2023)
Wenlu Tang, Guohao Shen, Yuanyuan Lin, Jian Huang
Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction. CoRR (2022)
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Joel L. Horowitz, Jian Huang
Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks. CoRR (2022)
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang
Approximation with CNNs in Sobolev Space: with Applications to Classification. NeurIPS (2022)
Guohao Shen, Yuling Jiao, Yuanyuan Lin, Jian Huang
Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks. CoRR (2021)