University of Münster
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Sagad Hamid

Current affiliations

Publications

Towards Unsupervised Anomaly Detection and Clustering of Defects in Electrode Surface Inspection
Pouls, Kevin; Hamid, Sagad; Sensmeier, Leonard; Eiling, Fabian; Menne, Jan; Oehme, Mathias; Pfeifer, Max; Ridder, Fabian; Tepe, Mika; Braun, Tanya (2026)
In:  (eds.), Proceedings of the 20th CIRP Conference on Intelligent Computation in Manufacturing Engineering 202620th CIRP Conference on Intelligent Computation in Manufacturing Engineering 2026, 8-10 July, 2026, Naples, Italy. PROCEDIA.
Research article in digital collection (conference) | Peer reviewed | accepted / in press (not yet published)
A Probabilistic Circuit Framework for Interpretable Graph PU Learning
Hamid, Sagad; Lee, Dohoo; Kong, Myeong; Braun, Tanya; Yoo, Jaemin (2026)
In:  (eds.), UAI-26 Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence. (kein Verlag angegeben).
Research article in edited proceedings (conference) | Peer reviewed | accepted / in press (not yet published)
Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress
Hamid, Sagad; Braun, Tanya (2025)
In: arXiv:2503.08786.
Research article in digital collection | Preprint | Peer reviewed | Published
Aggregation Buffer: Revisiting DropEdge with a New Parameter Block
Lee D; Kong M; Hamid S; Lee C; Yoo J (2025)
In: Singh A; Fazel M; Hsu D; Lacoste-Julien S; Berkenkamp F; Maharaj T; Wagstaff K; Zhu J (eds.), Proceedings of the 42nd International Conference on Machine Learning, 33181-33204. .: MLResearchPress.
Research article in edited proceedings (conference) | Peer reviewed | Published
Efficient Morphing of Shape-preserving Star Coordinates
Molchanov V, Hamid S, Linsen L (2020)
In:  (eds.), 2020 IEEE Pacific Visualization Symposium (PacificVis), 136-145. Wiley-IEEE Press. doi:10.1109/PacificVis48177.2020.8199
Research article in edited proceedings (conference) | Peer reviewed | online first
Show all publications (6)

Talks

Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference
Hamid, Sagad (04/08/2024)
DSO-24 6th Data Science Meets Optimisation Workshop at IJCAI-24, Jeju
Type of talk: scientific Talk