Search Results for author: Pritha Gupta

Found 4 papers, 2 papers with code

Information Leakage Detection through Approximate Bayes-optimal Prediction

no code implementations25 Jan 2024 Pritha Gupta, Marcel Wever, Eyke Hüllermeier

To address these limitations, we establish a theoretical framework using statistical learning theory and information theory to accurately quantify and detect IL.

AutoML Learning Theory

Meta-Learning for Automated Selection of Anomaly Detectors for Semi-Supervised Datasets

no code implementations24 Nov 2022 David Schubert, Pritha Gupta, Marcel Wever

In anomaly detection, a prominent task is to induce a model to identify anomalies learned solely based on normal data.

Anomaly Detection Meta-Learning

Learning Context-Dependent Choice Functions

1 code implementation29 Jan 2019 Karlson Pfannschmidt, Pritha Gupta, Björn Haddenhorst, Eyke Hüllermeier

Choice functions accept a set of alternatives as input and produce a preferred subset of these alternatives as output.

Cannot find the paper you are looking for? You can Submit a new open access paper.