Visual Ensemble Analysis to Study the Influence of Hyper-parameters on Training Deep Neural Networks. - Sagad Hamid; Adrian Derstroff; Sören Klemm; Quynh Quang Ngo; Xiaoyi Jiang 001; Lars Linsen (MLVis@EuroVis, 2019)

Efficient Morphing of Shape-preserving Star Coordinates. - Vladimir Molchanov; Sagad Hamid; Lars Linsen (PacificVis, 2020)

Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress. - Sagad Hamid; Tanya Braun (CoRR, 2025)

Aggregation Buffer: Revisiting DropEdge with a New Parameter Block. - Dooho Lee; Myeong Kong; Sagad Hamid; Cheonwoo Lee; Jaemin Yoo (CoRR, 2025)