Search Results for author: Daniel Kowatsch

Found 2 papers, 1 papers with code

Imbalance in Regression Datasets

no code implementations19 Feb 2024 Daniel Kowatsch, Nicolas M. Müller, Kilian Tscharke, Philip Sperl, Konstantin Bötinger

For classification, the problem of class imbalance is well known and has been extensively studied.

regression

Data Poisoning Attacks on Regression Learning and Corresponding Defenses

2 code implementations15 Sep 2020 Nicolas Michael Müller, Daniel Kowatsch, Konstantin Böttinger

Adversarial data poisoning is an effective attack against machine learning and threatens model integrity by introducing poisoned data into the training dataset.

Data Poisoning regression

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