Aleksandra Malkova

According to our database, Aleksandra Malkova authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Neural architecture search for radio map reconstruction with partially labeled data.

Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien

Integr. Comput. Aided Eng., 2024

2023

Deep Learning with Partially Labeled Data for Radio Map Reconstruction.

Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien

CoRR, 2023

2022

Reconstruction of Radio Power Maps with Deep Neural Networks in a Weakly Labeled Learning Context. (Reconstruction de Cartes de Puissance Radio avec des réseaux de neurones profonds dans un contexte d'apprentissage faiblement étiqueté).

Aleksandra Malkova

PhD thesis, 2022

2021

Self-learning for Received Signal Strength Map Reconstruction with Neural Architecture Search.

Aleksandra Malkova, Loïc Pauletto, Christophe Villien, Benoît Denis, Massih-Reza Amini

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021