Jingkai Yan

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Principal Component Regression

Subspace Clustering

Kalman Filtering

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Jingkai Yan, Shiyu Wang, Xinyu Rain Wei, Jimmy Wang, Zsuzsanna Márka, Szabolcs Márka, John Wright
TpopT: Efficient Trainable Template Optimization on Low-Dimensional Manifolds. CoRR (2023)
Robert E. Colgan, Jingkai Yan, Zsuzsa Márka, Imre Bartos, Szabolcs Márka, John N. Wright
Architectural Optimization and Feature Learning for High-Dimensional Time Series Datasets. CoRR (2022)
Jingkai Yan, Robert E. Colgan, John Wright, Zsuzsa Márka, Imre Bartos, Szabolcs Márka
Boosting the Efficiency of Parametric Detection with Hierarchical Neural Networks. CoRR (2022)
Robert E. Colgan, Zsuzsa Márka, Jingkai Yan, Imre Bartos, John N. Wright, Szabolcs Márka
Detecting and Diagnosing Terrestrial Gravitational-Wave Mimics Through Feature Learning. CoRR (2022)
Sam Buchanan, Jingkai Yan, Ellie Haber, John Wright
Resource-Efficient Invariant Networks: Exponential Gains by Unrolled Optimization. CoRR (2022)
Jingkai Yan, Mariam Avagyan, Robert E. Colgan, Doga Veske, Imre Bartos, John N. Wright, Zsuzsa Márka, Szabolcs Márka
Generalized Approach to Matched Filtering using Neural Networks. CoRR (2021)
Junhui Zhang, Jingkai Yan, John N. Wright
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery. CoRR (2021)
Junhui Zhang, Jingkai Yan, John Wright
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery. NeurIPS (2021)
Gen Li, Jingkai Yan, Yuantao Gu
Information Theoretic Lower Bound of Restricted Isometry Property Constant. ICASSP (2019)
Gen Li, Jingkai Yan, Yuantao Gu
Outage Probability Conjecture Does Not Hold for Two-Input-Multiple-Output (TIM 0) System. ISIT (2018)
Linghang Meng, Gen Li, Jingkai Yan, Yuantao Gu
A General Framework for Understanding Compressed Subspace Clustering Algorithms. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Gen Li, Jingkai Yan, Yuantao Gu
On the Outage Probability Conjecture for MIMO Channels. CoRR (2017)