Yihong Gu
- How do noise tails impact on deep ReLU networks?
2022/03/20 by Jianqing Fan, Yihong Gu, Fan, Jianqing +3 · 5 citations
Mathematics · Engineering · Computer Science · #Statistical Methods and Inference #Control Systems and Identification #Machine Learning and ELM
- Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning
2024/05/07 by Yihong Gu, Cong Fang, Gu, Yihong +5 · 2 citations
Computer Science · #62G08 #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistics Theory (math.ST)
- Optimal use of a black-box learner in semiparametric estimation
2026/07/23 by Yihong Gu
#math.ST #stat.ME #stat.ML
- Unveiling Invariant and Transferable Latent Factors Across Heterogeneous Environments via ATLAS
2026/07/20 by Yihong Gu, Katherine Liao, Tianxi Cai
#math.ST #cs.LG #stat.ME #stat.ML #stat.TH