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Thomas Bäck

TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification

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Sep 14, 2024
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Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification

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Sep 02, 2024
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Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions

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Aug 07, 2024
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TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series Data

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Jul 09, 2024
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LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

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Jun 01, 2024
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Evolving Reliable Differentiating Constraints for the Chance-constrained Maximum Coverage Problem

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May 29, 2024
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Automated Federated Learning via Informed Pruning

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May 16, 2024
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Avoiding Redundant Restarts in Multimodal Global Optimization

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May 02, 2024
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Empirical Analysis of the Dynamic Binary Value Problem with IOHprofiler

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Apr 24, 2024
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Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder

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Mar 08, 2024
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