Importance of Data Loading Pipeline in Training Deep Neural Networks. - Mahdi Zolnouri; Xinlin Li; Vahid Partovi Nia (CoRR, 2020)

Demystifying and Generalizing BinaryConnect. - Tim Dockhorn; Yaoliang Yu; Eyyüb Sari; Mahdi Zolnouri; Vahid Partovi Nia (NeurIPS, 2021)

Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks. - Vahid Partovi Nia; Alireza Ghaffari; Mahdi Zolnouri; Yvon Savaria (CoRR, 2022)

Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm. - Dounia Lakhmiri; Mahdi Zolnouri; Vahid Partovi Nia; Christophe Tribes; Sébastien Le Digabel (CoRR, 2023)

Efficient Training Under Limited Resources. - Mahdi Zolnouri; Dounia Lakhmiri; Christophe Tribes; Eyyüb Sari; Sébastien Le Digabel (CoRR, 2023)