PhD candidate specialising in Constrained Learning methods @ Uni-Stuttgart
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University of Stuttgart
- Stuttgart
Highlights
- Pro
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multilabel-deep-metric
multilabel-deep-metric PublicAdapted Triplet loss based metric learning to learn a metric for multilabel points, such that samples with maximum overlap in label sets are close.
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trepan_python
trepan_python PublicAn implementation of the TREPAN algorithm in python. TREPAN extracts a decision tree from an ANN using a sampling method.
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multilabel-tree-methods
multilabel-tree-methods PublicPython implementation of HOMER, Parabel and CraftML algorithms for XML. Also includes EDA for XML datasets.
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fuzzy_clustering
fuzzy_clustering PublicMy implementation in MATLAB of some fuzzy clustering algorithms.
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equality-constrained-learning
equality-constrained-learning PublicCodebase accompanying Neurips 2025 paper "Learning with Statistical Equality Constraints".
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