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20192026
most citedDeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction

19 citations · 51 across the 26 of their papers we have counts for

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cs.LG2026

Space-sampled Value Decay: Forgetting Mechanisms for Non-stationary Reinforcement Learning

Felix Störck, Fabian Hinder, Philipp Hartmann +2

Reinforcement Learning agents deployed on physical systems must adapt continually, since degradation and shifting environment conditions change the dynamics (they \emph{drift}) ove…

cs.LG2026

Drift Localization using Conformal Predictions

Fabian Hinder, Valerie Vaquet, Johannes Brinkrolf +1

Concept drift -- the change of the distribution over time -- poses significant challenges for learning systems and is of central interest for monitoring. Understanding drift is thu…