Jiayi Xian
- Consistent k-Median: Simpler, Better and Robust
2020/08/13 by Xiangyu Guo, Janardhan Kulkarni, Guo, Xiangyu +5 · 3 citations
Business, Management and Accounting · Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management #Machine Learning (cs.LG) #Optimization and Search Problems #Sparse and Compressive Sensing Techniques
- Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization
2021/06/25 by Chunwei Ma, Ziyun Huang, Ma, Chunwei +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Meta-Learning with Neural Tangent Kernels
2021/02/07 by Yufan Zhou, Zhenyi Wang, Zhou, Yufan +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications