Implementation "Feature re-weighting in Content-based image retrieval"
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Mar 22, 2023 - Jupyter Notebook
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reweighting
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Mitigating algorithmic bias using regularisation and reweighing with bi-objective (accuracy and fairness) measure
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May 16, 2022 - Jupyter Notebook
Master thesis preparation project on reducing simulation-to-data discrepancies in IceCube using transformer-based event classification, direction reconstruction, and GBDT reweighting.
machine-learning monte-carlo pytorch transformer xgboost gbdt gradient-boosting astroparticle-physics icecube domain-adaptation event-classification neutrino-physics reweighting simulation-to-data direction-reconstruction
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Jul 15, 2026 - Python
Gender classification model that uses a CNN to classify images of faces as male or female. The notebook includes code for data preprocessing, model architecture, training, and evaluation which will then be used for algorithmic bias detection.
opencv machine-learning tensorflow numpy cnn face-recognition matplotlib gender-classification model-tuning imghdr debiasing aif360 bias-mitigation reweighting
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Mar 16, 2026 - Jupyter Notebook
Standalone reproducible GBDT density-ratio reweighting example
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Aug 29, 2026 - Python
This is an analysis framework to carry out binning- or BDT-based reweighting between neutrino event samples in the form of Nuisance FlatTrees.
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Sep 8, 2026 - Python
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