Nick Duffield

1. Bayesian Graph Neural Networks with Adaptive Connection Sampling
   2020/06/07 by Arman Hasanzadeh, Hasanzadeh, Arman, Ehsan Hajiramezanali +11 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
2. Graph Sample and Hold: A Framework for Big-Graph Analytics
   2014/03/16 by Nesreen K. Ahmed, Nick Duffield, Ahmed, Nesreen K. +5 · 4 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Applications (stat.AP) #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Software System Performance and Reliability
3. On Sampling from Massive Graph Streams
   2017/03/07 by Nesreen K. Ahmed, Nick Duffield, Ahmed, Nesreen K. +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
4. Adaptive Conditional Quantile Neural Processes
   2023/05/30 by Peiman Mohseni, Nick Duffield, Mohseni, Peiman +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
5. Towards Invariant Time Series Forecasting in Smart Cities
   2024/05/08 by Ziyi Zhang, Zhang, Ziyi, Shaogang Ren +5 · 1 citation
   Computer Science · Economics, Econometrics and Finance · Engineering · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques