Carlos Fernandez‐Granda

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Publications

Citations

6.9K

H-Index

Active since

2012

Affiliations

Courant Institute of Mathematical Sciences(Current)

New York University

University of Applied Sciences and Arts of Southern Switzerland

Stanford University

Shandong University of Political Science and Law

Carlos Fernandez‐Granda is an author at Courant Institute of Mathematical Sciences specializing in computer science, machine learning, and computer vision.

ORCID

Publications per year

2012–2025

Publications

Dictionary learning for integrative, multimodal and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · Nature Biotechnology · 2023 · 4.8K citations · Full text

Life Sciences, Bioinformatics, Cell Biology +14

Super-Resolution from Noisy Data

Emmanuel J. Candès, Carlos Fernandez‐Granda · Journal of Fourier Analysis and Applications · 2013 · 426 citations

Engineering, Computer Science, Electrical Engineering +16

Dictionary learning for integrative, multimodal, and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2022 · 282 citations · Full text

Life Sciences, Bioinformatics, Biology +17

Early-Learning Regularization Prevents Memorization of Noisy Labels

Sheng Liu, Jonathan Niles‐Weed, Narges Razavian et al. · arXiv (Cornell University) · 2020 · 262 citations · Full text

Computing, Computer Science, Computer Vision +15

Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs

Sheng Liu, Arjun V. Masurkar, Henry Rusinek et al. · Scientific Reports · 2022 · 175 citations · Full text

Medicine, Computer Science, Neuroscience +17

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