Srivastava, Ajitesh
- GraphSAINT: Graph Sampling Based Inductive Learning Method
2019/07/10 by Hanqing Zeng, Hongkuan Zhou, Zeng, Hanqing +7 · 56 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
- Deep Graph Neural Networks with Shallow Subgraph Samplers
2020/12/02 by Hanqing Zeng, Zeng, Hanqing, Muhan Zhang +15 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
- DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend
2023/09/07 by Ajitesh Srivastava, Srivastava, Ajitesh · 1 citation
Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Nowcasting Temporal Trends Using Indirect Surveys
2023/07/13 by Ajitesh Srivastava, Juan Marcos Ramírez, Srivastava, Ajitesh +11 · 1 citation
Medicine · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Physical sciences #G.3 #Human Mobility and Location-Based Analysis #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
- Task-Agnostic Federated Learning
2024/06/25 by Yao, Zhengtao, Nguyen, Hong, Srivastava, Ajitesh +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)