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ORCIDJingkai Yan
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2020 – today
- 2024
[b1]Jingkai Yan:
Interpretable Machine Learning Architectures for Efficient Signal Detection with Applications to Gravitational Wave Astronomy. Columbia University, USA, 2024- 2023
- [i8]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 abs/2310.10039 (2023) - 2022
- [i7]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 abs/2202.13486 (2022) - [i6]Sam Buchanan, Jingkai Yan, Ellie Haber, John Wright:
Resource-Efficient Invariant Networks: Exponential Gains by Unrolled Optimization. CoRR abs/2203.05006 (2022) - [i5]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 abs/2203.05086 (2022) - [i4]Jingkai Yan, Robert E. Colgan, John Wright, Zsuzsa Márka, Imre Bartos, Szabolcs Márka:
Boosting the Efficiency of Parametric Detection with Hierarchical Neural Networks. CoRR abs/2207.11583 (2022) - 2021
- [c3]Junhui Zhang, Jingkai Yan, John Wright:
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery. NeurIPS 2021: 29464-29475 - [i3]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 abs/2104.03961 (2021) - [i2]Junhui Zhang, Jingkai Yan, John N. Wright:
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery. CoRR abs/2106.09211 (2021)
2010 – 2019
- 2019
- [c2]Gen Li, Jingkai Yan, Yuantao Gu:
Information Theoretic Lower Bound of Restricted Isometry Property Constant. ICASSP 2019: 5297-5301 - 2018
- [j1]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): 1504-1519 (2018) - [c1]Gen Li, Jingkai Yan, Yuantao Gu:
Outage Probability Conjecture Does Not Hold for Two-Input-Multiple-Output (TIM 0) System. ISIT 2018: 1345-1349 - 2017
- [i1]Gen Li, Jingkai Yan, Yuantao Gu:
On the Outage Probability Conjecture for MIMO Channels. CoRR abs/1711.01782 (2017)
Coauthor Index
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