On data selection for the energy efficiency of neural networks: Towards a new solution based on a dynamic selectivity ratio. - Anais Boumendil; Walid Bechkit; Karima Benatchba (ICTAI, 2023)

Grow, prune or select data: which technique allows the most energy-efficient neural network training? - Anais Boumendil; Walid Bechkit; Pierre-Edouard Portier; Frédéric Le Mouël; Malcolm Egan (ICTAI, 2023)

On-Device Deep Learning: Survey on Techniques Improving Energy Efficiency of DNNs. - Anais Boumendil; Walid Bechkit; Karima Benatchba (IEEE Trans. Neural Networks Learn. Syst., 2025)