Shuhua Yu

1. A GNAS1 imprinting defect in pseudohypoparathyroidism type IB
   2000/11/01 by Jie Liu, Deborah Litman, Marjorie J. Rosenberg +4 · 32 citations
   Biochemistry, Genetics and Molecular Biology · #Genetic Syndromes and Imprinting #Epigenetics and DNA Methylation #Genomics and Rare Diseases
2. Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches
   2023/06/22 by Aniruddha Saha, Shuhua Yu, Saha, Aniruddha +7 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-tailed Noise and Power of Symmetry
   2024/10/21 by Aleksandar Armacki, Shuhua Yu, Armacki, Aleksandar +7 · 4 citations
   Chemistry · Economics, Econometrics and Finance · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Probability (math.PR) #Semiconductor Lasers and Optical Devices #Spectroscopy and Laser Applications #Stochastic processes and financial applications
4. Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence
   2025/05/06 by Shuhua Yu, Dušan Jakovetić, Yu, Shuhua +3 · 2 citations
   Computer Science · Engineering · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #and Cluster Computing (cs.DC)