Alina Machidon

Orcid: 0000-0002-9330-3865

According to our database1, Alina Machidon authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Adaptive data-driven subsampling for efficient neural network inference.
Signal Image Video Process., August, 2024

2023
Deep learning for compressive sensing: a ubiquitous systems perspective.
Artif. Intell. Rev., April, 2023

AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning.
Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society, 2023

2022
Enabling resource-efficient edge intelligence with compressive sensing-based deep learning.
Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021
Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference - A Ubiquitous Systems Perspective.
CoRR, 2021

2020
Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and CUDA.
Remote. Sens., 2020

Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis.
Remote. Sens., 2020

SAR Data Fusion Using Nonlinear Principal Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2020

2019
Face Recognition Using Eigenfaces, Geometrical PCA Approximation and Neural Networks.
Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

On Parallelizing Geometrical PCA Approximation.
Proceedings of the 2019 18th RoEduNet Conference: Networking in Education and Research (RoEduNet), 2019

2018
Maximum Distance-based PCA Approximation for Hyperspectral Image Analysis and Visualization.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018


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