Hsu, Hsiang

1. CPR: Classifier-Projection Regularization for Continual Learning
   2020/06/12 by Cha, Sungmin, Hsu, Hsiang, Hwang, Taebaek +2 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Machine Unlearning for Image-to-Image Generative Models
   2024/02/01 by Guihong Li, Li, Guihong, Hsiang Hsu +4 · 14 citations
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
3. Rashomon Capacity: A Metric for Predictive Multiplicity in Classification
   2022/06/02 by Hsiang Hsu, Hsu, Hsiang, Flávio P. Calmon +1 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
   2024/02/01 by Hsiang‐Chen Hsu, Guihong Li, Hsu, Hsiang +5 · 5 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Target Tracking and Data Fusion in Sensor Networks
5. Beyond Adult and COMPAS: Fairness in Multi-Class Prediction
   2022/06/15 by Alghamdi, Wael, Hsu, Hsiang, Jeong, Haewon +4 · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
6. OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning
   2024/02/06 by Huang, Wei-Cheng, Chen, Chun-Fu, Hsu, Hsiang · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Correspondence Analysis Using Neural Networks
   2019/02/21 by Hsiang Hsu, Salman Salamatian, Hsu, Hsiang +3 · 1 citation
   Agricultural and Biological Sciences · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sensory Analysis and Statistical Methods
8. Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models
   2023/12/22 by Guihong Li, Li, Guihong, Hsiang Hsu +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG)