Concurrent Training and Layer Pruning of Deep Neural Networks. - Valentin Frank Ingmar Guenter; Athanasios Sideris (CoRR, 2024)

Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discovery. - Valentin Frank Ingmar Guenter; Athanasios Sideris (CoRR, 2024)

Robust learning of parsimonious deep neural networks. - Valentin Frank Ingmar Guenter; Athanasios Sideris (Neurocomputing, 2024)

Online Training and Pruning of Deep Reinforcement Learning Networks. - Valentin Frank Ingmar Guenter; Athanasios Sideris (CoRR, 2025)