Jens U. Brandt

According to our database, Jens U. Brandt authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation.

Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz-Beielstein

Artif. Intell. Rev., June, 2026

Benchmarking Sensor-Fault Robustness in Forecasting.

Alexander Windmann, Philipp Wittenberg, Gianluca Manca, Marcel Dix, Jens U. Brandt, Oliver Niggemann

CoRR, May, 2026

MuViS: Multimodal Virtual Sensing Benchmark.

Jens Uwe Brandt, Noah Christoph Pütz, Jobel Jose George, Niharika Vinay Kumar, Elena Raponi, Marc Hilbert, Thomas Bäck, Thomas Bartz-Beielstein

CoRR, March, 2026

2025

From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures.

Jens U. Brandt, Noah Christoph Pütz, Marcus Greiff, Thomas Lew, John K. Subosits, Marc Hilbert, Thomas Bartz-Beielstein

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Automated Prediction of Compressor Performance Maps: Surrogate-Based Optimization with RNNs for Enhanced Extrapolation and Interpolation.

Richard Schulz, Alexander Hinterleitner, Noah Christoph Pütz, Jens Uwe Brandt, Matthias Müller, Thomas Bartz-Beielstein

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

ShapeFuture - Technical Progress After Year 1.

Norbert Druml, Martin Gschwandtner, Mayeul Jeannin, Rainer Matischek, Edgars Lielamurs, Maksis Celitans, Kaspars Ozols, Nurullah Demiralay, Besir Tayfur, Ismail Sinan Gulbas, Nadir Kucuk, Isa Kiyat, Yahya Nasolo, Jens Uwe Brandt, Noah Christoph Pütz, Thomas Bartz-Beielstein, Jose Isola, Nikola Mandic, Francesca Flamigni, Alexander Kuehhas, Gianluca Brilli, Paolo Burgio, Giacomo Paolieri, Jorge Villagra, Álvaro Flores Cueto, José Antonio Sánchez, Jacopo Sini, Massimo Violante, Lorenzo Giraudi, Paolo Santero, Uwe Kölbel, Moritz Schaffenroth, Panu Sjövall, Jarno Vanne, Morten Larsen, Nergis Gizem Yilmaz, Ziya Uygar Yengin, George Dimitrakopoulos

Proceedings of the 28th Euromicro Conference on Digital System Design, 2025

2024

Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes.

Thomas Bartz-Beielstein, Axel Wellendorf, Noah Christoph Pütz, Jens Uwe Brandt, Alexander Hinterleitner, Richard Schulz, Richard Scholz, Olaf Mersmann, Robin Knabe

CoRR, 2024