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researcher

Carlos Fernandez‐Granda

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1
  • physics.ao-ph1
ORCID 0000-0001-7039-8606

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedDemixing Sines and Spikes: Robust Spectral Super-resolution in the Presence of Outliers

7 citations · 11 across the 3 of their papers we have counts for

collaborators

3 papers

physics.ao-ph2023★ 4 cited

Implementation and Evaluation of a Machine Learned Mesoscale Eddy Parameterization into a Numerical Ocean Circulation Model

Cheng Zhang, Pavel Perezhogin, Cem Gultekin +3

We address the question of how to use a machine learned parameterization in a general circulation model, and assess its performance both computationally and physically. We take one…

cs.LG2021

PrimSeq: a deep learning-based pipeline to quantitate rehabilitation training

Avinash Parnandi, Aakash Kaku, Anita Venkatesan +7

Stroke rehabilitation seeks to increase neuroplasticity through the repeated practice of functional motions, but may have minimal impact on recovery because of insufficient repetit…

math.OC2016★ 7 cited

Demixing Sines and Spikes: Robust Spectral Super-resolution in the Presence of Outliers

Carlos Fernandez-Granda, Gongguo Tang, Xiaodong Wang +1

We consider the problem of super-resolving the line spectrum of a multisinusoidal signal from a finite number of samples, some of which may be completely corrupted. Measurements of…

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