| Generalized approach to matched filtering using neural networks J Yan, M Avagyan, RE Colgan, D Veske, I Bartos, J Wright, Z Márka, ... Physical Review D 105 (4), 043006, 2022 | 32 | 2022 |
| Principal component pursuit for pattern identification in environmental mixtures EA Gibson, J Zhang, J Yan, L Chillrud, J Benavides, Y Nunez, ... Environmental Health Perspectives 130 (11), 117008, 2022 | 13 | 2022 |
| A general framework for understanding compressed subspace clustering algorithms L Meng, G Li, J Yan, Y Gu IEEE Journal of Selected Topics in Signal Processing 12 (6), 1504-1519, 2018 | 11 | 2018 |
| Square root principal component pursuit: tuning-free noisy robust matrix recovery J Zhang, J Yan, J Wright Advances in Neural Information Processing Systems 34, 29464-29475, 2021 | 7 | 2021 |
| Resource-Efficient invariant networks: Exponential gains by unrolled optimization S Buchanan, J Yan, E Haber, J Wright arXiv preprint arXiv:2203.05006, 2022 | 5 | 2022 |
| Architectural optimization and feature learning for high-dimensional time series datasets RE Colgan, J Yan, Z Márka, I Bartos, S Márka, JN Wright Physical Review D 107 (2), 022009, 2023 | 4 | 2023 |
| Boosting the efficiency of parametric detection with hierarchical neural networks J Yan, R Colgan, J Wright, Z Márka, I Bartos, S Márka Physical Review D 106 (6), 063008, 2022 | 4 | 2022 |
| Applying principal component pursuit to investigate the association between source-specific fine particulate matter and myocardial infarction hospitalizations in New York City RH Tao, LG Chillrud, Y Nunez, ST Rowland, AK Boehme, J Yan, ... Environmental Epidemiology 7 (2), e243, 2023 | 3 | 2023 |
| Detecting and diagnosing terrestrial gravitational-wave mimics through feature learning RE Colgan, Z Márka, J Yan, I Bartos, JN Wright, S Márka Physical Review D 107 (6), 062006, 2023 | 3 | 2023 |
| Compressed sensing image reconstruction of scanning electrochemical microscopy measurements carried out at ultrahigh scan speeds using continuous line probes AE Dorfi, J Yan, J Wright, DV Esposito Analytical Chemistry 93 (37), 12574-12581, 2021 | 3 | 2021 |
| Information theoretic lower bound of restricted isometry property constant G Li, J Yan, Y Gu ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 1 | 2019 |
| On the Lower and Upper Bounds of the RIP Constant of Gaussian Random Matrices G Li, J Yan, Y Gu | 1 | 2018 |
| On the outage probability conjecture for mimo channels G Li, J Yan, Y Gu arXiv preprint arXiv:1711.01782, 2017 | 1 | 2017 |
| Interpretable Machine Learning Architectures for Efficient Signal Detection with Applications to Gravitational Wave Astronomy J Yan Columbia University, 2024 | | 2024 |
| TpopT: Efficient Trainable Template Optimization on Low-Dimensional Manifolds J Yan, S Wang, XR Wei, J Wang, Z Márka, S Márka, J Wright arXiv preprint arXiv:2310.10039, 2023 | | 2023 |
| Principal Component Pursuit for Source Apportionment from Block Missing Data: An Application to NYC PM2. 5 Data L Chillrud, J Yan, J Wright, J Goldsmith, MA Kioumourtzoglou ISEE Conference Abstracts 2022 (1), 2022 | | 2022 |
| Principal component pursuit for exposure pattern recognition: an application to persistent organic pollutants and leukocyte telomere length LG Chillrud, EA Gibson, Y Nunez, RE Colgan, RH Tao, J Zhang, J Yan, ... ISEE Conference Abstracts 2021 (1), 2021 | | 2021 |
| Outage Probability Conjecture Does Not Hold for Two-Input-Multiple-Output (TIM 0) System G Li, J Yan, Y Gu 2018 IEEE International Symposium on Information Theory (ISIT), 1345-1349, 2018 | | 2018 |
