Research output per year
Research output per year
- 14 results
Search results
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2022
ADAPTIVE TEST ALLOCATION for OUTBREAK DETECTION and TRACKING in SOCIAL CONTACT NETWORKS
Batlle, P., Bruna, J., Fernandez-Granda, C. & Preciado, V. M., 2022, In: SIAM Journal on Control and Optimization. 60, 2, p. S274-S293Research output: Contribution to journal › Article › peer-review
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ANALYSIS of TRANSFER LEARNING for SELECT RETINAL DISEASE CLASSIFICATION
Gelman, R. & Fernandez-Granda, C., Jan 1 2022, In: Retina. 42, 1, p. 174-183 10 p.Research output: Contribution to journal › Article › peer-review
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Cramér–Rao bound-informed training of neural networks for quantitative MRI
Zhang, X., Duchemin, Q., Liu*, K., Gultekin, C., Flassbeck, S., Fernandez-Granda, C. & Assländer, J., Jul 2022, In: Magnetic resonance in medicine. 88, 1, p. 436-448 13 p.Research output: Contribution to journal › Article › peer-review
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Deep Denoising for Scientific Discovery: A Case Study in Electron Microscopy
Mohan, S., Manzorro, R., Vincent, J. L., Tang, B., Sheth, D. Y., Simoncelli, E., Matteson, D. S., Crozier, P. A. & Fernandez-Granda, C., 2022, In: IEEE Transactions on Computational Imaging. 8, p. 585-597 13 p.Research output: Contribution to journal › Article › peer-review
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2021
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
Shamout, F. E., Shen, Y., Wu, N., Kaku, A., Park, J., Makino, T., Jastrzębski, S., Witowski, J., Wang, D., Zhang, B., Dogra, S., Cao, M., Razavian, N., Kudlowitz, D., Azour, L., Moore, W., Lui, Y. W., Aphinyanaphongs, Y., Fernandez-Granda, C. & Geras, K. J., Dec 2021, In: npj Digital Medicine. 4, 1, 80.Research output: Contribution to journal › Article › peer-review
Open Access -
Developing and Evaluating Deep Neural Network-Based Denoising for Nanoparticle TEM Images with Ultra-Low Signal-to-Noise
Vincent, J. L., Manzorro, R., Mohan, S., Tang, B., Sheth, D. Y., Simoncelli, E. P., Matteson, D. S., Fernandez-Granda, C. & Crozier, P. A., Dec 17 2021, In: Microscopy and Microanalysis. 27, 6, p. 1431-1447 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2020
A sampling theorem for deconvolution in two dimensions
McDonald, J., Bernstein, B. & Fernandez-Granda, C., 2020, In: SIAM Journal on Imaging Sciences. 13, 4, p. 1754-1780 27 p.Research output: Contribution to journal › Article › peer-review
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Sparse Recovery beyond Compressed Sensing: Separable Nonlinear Inverse Problems
Bernstein, B., Liu, S., Papadaniil, C. & Fernandez-Granda, C., Sep 2020, In: IEEE Transactions on Information Theory. 66, 9, p. 5904-5926 23 p., 9052719.Research output: Contribution to journal › Article › peer-review
Open Access -
2019
Deconvolution of Point Sources: A Sampling Theorem and Robustness Guarantees
Bernstein, B. & Fernandez-Granda, C., Jun 2019, In: Communications on Pure and Applied Mathematics. 72, 6, p. 1152-1230 79 p.Research output: Contribution to journal › Article › peer-review
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2018
Demixing sines and spikes: Robust spectral super-resolution in the presence of outliers
Fernandez-Granda, C., Tang, G., Wang, X. & Zheng, L., Mar 15 2018, In: Information and Inference. 7, 1, p. 105-168 64 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Multicompartment magnetic resonance fingerprinting
Tang, S., Fernandez-Granda, C., Lannuzel, S., Bernstein, B., Lattanzi, R., Cloos, M., Knoll, F. & Asslander, J., Jul 24 2018, In: Inverse Problems. 34, 9, 094005.Research output: Contribution to journal › Article › peer-review
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2016
Super-resolution of point sources via convex programming
Fernandez-Granda, C., Sep 2016, In: Information and Inference. 5, 3, p. 251-303 53 p.Research output: Contribution to journal › Article › peer-review
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2014
Towards a mathematical theory of super-resolution
Candès, E. J. & Fernandez-Granda, C., Jun 2014, In: Communications on Pure and Applied Mathematics. 67, 6, p. 906-956 51 p.Research output: Contribution to journal › Article › peer-review
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2013
Super-Resolution from Noisy Data
Candès, E. J. & Fernandez-Granda, C., Dec 2013, In: Journal of Fourier Analysis and Applications. 19, 6, p. 1229-1254 26 p.Research output: Contribution to journal › Article › peer-review