An Nguyen

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task (2024) Schlieper P, Dombrowski M, Nguyen A, Zanca D, Eskofier B Journal article Assessing the Performance of Remaining Time Prediction Methods for Business Processes (2024) Roider J, Nguyen A, Zanca D, Eskofier B Journal article, Original article How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series (2024) Dietz S, Altstidl TR, Zanca D, Eskofier B, Nguyen A Conference contribution, Conference Contribution Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks (2023) Altstidl TR, Nguyen A, Schwinn L, Köferl F, Mutschler C, Eskofier B, Zanca D Conference contribution, Original article Exploring misclassifications of robust neural networks to enhance adversarial attacks (2023) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Journal article Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI (2022) Ede S, Baghdadlian S, Weber L, Nguyen A, Zanca D, Samek W, Lapuschkin S Conference contribution System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data (2021) Nguyen A, Foerstel S, Kittler T, Kurzyukov A, Schwinn L, Zanca D, Hipp T, et al. Journal article, Original article Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks (2021) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Conference contribution, Conference Contribution Dynamically Sampled Nonlocal Gradients for Stronger Adversarial Attacks (2021) Schwinn L, Nguyen A, Raab R, Zanca D, Eskofier B, Tenbrinck D, Burger M Conference contribution, Conference Contribution