Publications
Journal
TAKDE: Temporal Adaptive Kernel Density Estimator for Real-Time Dynamic Density Estimation
Yinsong Wang , Yu Ding, Shahin Shahrampour
IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 24.31)
Learning from Non-IID Data in Hilbert Spaces: An Optimal Recovery Perspective
Simon Foucart, Chunyang Liao, Shahin Shahrampour, Yinsong Wang (alphabetical order)
Sampling Theory, Signal Processing, and Data Analysis
ORCCA: Optimal Randomized Canonical Correlation Analysis
Yinsong Wang , Shahin Shahrampour
IEEE Transactions on Neural Networks and Learning Systems (IF: 14.26)
Classification of Officers’ Driving Situations Based on Eye-Tracking and Driver Performance Measures
Maryam Zahabi, Yinsong Wang , Shahin Shahrampour
IEEE Transactions on Human-Machine Systems (IF:4.142)
Conference
Estimating Traffic Density using Transformer Decoders .
Yinsong Wang , Jing Zhang, Daniel Nikovski, Takuro Kojima
The 14th International Conference on Ambient Systems, Networks and Technologies Networks (ANT) and The 6th International Conference on Emerging Data and Industry 4.0 (EDI40)
Tracking Dynamic Gaussian Density with a Theoretically Optimal Sliding Window Approach .
Yinsong Wang , Yu Ding, Shahin Shahrampour
InfoSymbiotics/Dynamic Data Driven Applications Systems (DDDAS) 2022
Cell Association via Boundary Detection: A Scalable Approach Based on Data-Driven Random Features .
Yinsong Wang , Hessam Mahdavifar, Kamran Entesari, Shahin Shahrampour
54th Asilomar Conference on Signals, Systems, and Computers
Distributed Parameter Estimation in Randomized One-hidden-layer Neural Networks .
Yinsong Wang , Shahin Shahrampour
American Control Conference (ACC) 2020