| DeepSurv: Personalized treatment recommender system using A Cox proportional hazards deep neural network JL Katzman, U Shaham, A Cloninger, J Bates, T Jiang, Y Kluger BMC medical research methodology 18 (1), 24, 2018 | 1826 | 2018 |
| Provable approximation properties for deep neural networks U Shaham, A Cloninger, RR Coifman Applied and Computational Harmonic Analysis 44 (3), 537-557, 2018 | 266 | 2018 |
| Defending against adversarial images using basis functions transformations U Shaham, J Garritano, Y Yamada, E Weinberger, A Cloninger, X Cheng, ... arXiv preprint arXiv:1803.10840, 2018 | 76 | 2018 |
| Diffusion nets G Mishne, U Shaham, A Cloninger, I Cohen Applied and Computational Harmonic Analysis 47 (2), 259-285, 2019 | 68 | 2019 |
| Linear optimal transport embedding: Provable wasserstein classification for certain rigid transformations and perturbations C Moosmüller, A Cloninger Information and Inference: A Journal of the IMA 12 (1), 363–389, 2023 | 56* | 2023 |
| Classification logit two-sample testing by neural networks for differentiating near manifold densities X Cheng, A Cloninger IEEE transactions on information theory 68 (10), 6631-6662, 2022 | 50 | 2022 |
| Efficient 2D MRI relaxometry using compressed sensing R Bai, A Cloninger, W Czaja, PJ Basser Journal of Magnetic Resonance 255, 88-99, 2015 | 50 | 2015 |
| A deep network construction that adapts to intrinsic dimensionality beyond the domain A Cloninger, T Klock Neural Networks 141, 404-419, 2021 | 46* | 2021 |
| Solving 2D Fredholm integral from incomplete measurements using compressive sensing A Cloninger, W Czaja, R Bai, PJ Basser SIAM journal on imaging sciences 7 (3), 1775-1798, 2014 | 33 | 2014 |
| Describing the performance of US hospitals by applying big data analytics NS Downing, A Cloninger, AK Venkatesh, A Hsieh, EE Drye, RR Coifman, ... PLoS One 12 (6), e0179603, 2017 | 32 | 2017 |
| LDLE: Low distortion local eigenmaps D Kohli, A Cloninger, G Mishne Journal of machine learning research 22 (282), 1-64, 2021 | 26 | 2021 |
| Using neural networks to predict microspatial economic growth A Khachiyan, A Thomas, H Zhou, G Hanson, A Cloninger, T Rosing, ... American Economic Review: Insights 4 (4), 491-506, 2022 | 25 | 2022 |
| Two-sample statistics based on anisotropic kernels X Cheng, A Cloninger, RR Coifman Information and Inference: A Journal of the IMA 9 (3), 677-719, 2020 | 24 | 2020 |
| Hildreth’s algorithm with applications to soft constraints for user interface layout N Jamil, X Chen, A Cloninger Journal of computational and applied mathematics 288, 193-202, 2015 | 24 | 2015 |
| Supervised learning of sheared distributions using linearized optimal transport V Khurana, H Kannan, A Cloninger, C Moosmüller Sampling Theory, Signal Processing, and Data Analysis 21 (1), 1, 2023 | 18 | 2023 |
| Variational Diffusion Autoencoders with Random Walk Sampling H Li, O Lindenbaum, X Cheng, A Cloninger European Conference on Computer Vision, 2020 | 18 | 2020 |
| Natural graph wavelet packet dictionaries A Cloninger, H Li, N Saito Journal of Fourier Analysis and Applications 27 (3), 41, 2021 | 14 | 2021 |
| The pre-image problem for Laplacian eigenmaps utilizing l1 regularization with applications to data fusion A Cloninger, W Czaja, T Doster Inverse Problems 33 (7), 074006, 2017 | 14 | 2017 |
| On the dual geometry of Laplacian eigenfunctions A Cloninger, S Steinerberger Experimental Mathematics 30 (2), 283-293, 2021 | 13 | 2021 |
| A note on markov normalized magnetic eigenmaps A Cloninger Applied and Computational Harmonic Analysis 43 (2), 370-380, 2017 | 13 | 2017 |
Uri ShahamAssistant professor, Bar Ilan Universitybiu.ac.il의 이메일 확인됨
