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cs.LG2024
Towards an Improved Metric for Evaluating Disentangled Representations
Sahib Julka, Yashu Wang, Michael Granitzer
Disentangled representation learning plays a pivotal role in making representations controllable, interpretable and transferable. Despite its significance in the domain, the quest…
cs.LG2024★ 2 cited
DriftGAN: Using historical data for Unsupervised Recurring Drift Detection
Christofer Fellicious, Sahib Julka, Lorenz Wendlinger +1
In real-world applications, input data distributions are rarely static over a period of time, a phenomenon known as concept drift. Such concept drifts degrade the model's predictio…