Liyan Xie
- Sequential (Quickest) Change Detection: Classical Results and New Directions
2021/04/09 by Liyan Xie, Xie, Liyan, Shaofeng Zou +5 · 7 citations
Decision Sciences · Medicine · Mathematics · #Advanced Statistical Process Monitoring #Data-Driven Disease Surveillance #Statistical Methods and Inference
- MissDiff: Training Diffusion Models on Tabular Data with Missing Values
2023/07/02 by Yidong Ouyang, Liyan Xie, Ouyang, Yidong +5 · 6 citations
Computer Science · #Bayesian Methods and Mixture Models #Machine Learning in Healthcare
- Sequential change-point detection for mutually exciting point processes over networks
2021/02/10 by Haoyun Wang, Liyan Xie, Wang, Haoyun +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · Mathematics · #Diffusion and Search Dynamics #Ecosystem dynamics and resilience #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Point processes and geometric inequalities
- Transfer Learning for Diffusion Models
2024/05/27 by Yidong Ouyang, Liyan Xie, Ouyang, Yidong +5 · 4 citations
Computer Science · #Speech Recognition and Synthesis
- PERCEPT: a new online change-point detection method using topological data analysis
2022/03/08 by Xiaojun Zheng, Simon Mak, Zheng, Xiaojun +5 · 1 voice
#stat.ME #math.AT #stat.AP #stat.ML
- Robust Hypothesis Testing Using Wasserstein Uncertainty Sets
2018/05/27 by Rui Gao, Liyan Xie, Gao, Rui +5 · 1 citation
Engineering · Decision Sciences · #Fault Detection and Control Systems #Probabilistic and Robust Engineering Design #Advanced Statistical Process Monitoring
- Robust Hypothesis Testing with Wasserstein Uncertainty Sets
2021/05/29 by Liyan Xie, Rui Gao, Xie, Liyan +3 · 1 citation
Decision Sciences · #Advanced Statistical Process Monitoring
- Asynchronous Multi-Sensor Change-Point Detection for Seismic Tremors
2019/01/24 by Liyan Xie, Yao Xie, Xie, Liyan +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Applications (stat.AP) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Statistical Methods and Inference #electronic engineering #information engineering
- High-resolution Spatio-temporal Model for County-level COVID-19 Activity in the U.S
2020/09/15 by Shixiang Zhu, Alexander Bukharin, Zhu, Shixiang +9 · 2 citations
Mathematics · Medicine · #COVID-19 epidemiological studies #Data-Driven Disease Surveillance #Influenza Virus Research Studies