Bender, Andreas

9 publications

ECML-PKDD 2025 Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety Enes Özeren, Alexander Ulbrich, Sascha Filimon, David Rügamer, Andreas Bender

ECML-PKDD 2025 On Training Survival Models with Scoring Rules Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender

ICMLW 2024 Out-of-Distribution Validation for Bioactivity Prediction in Drug Discovery: Lessons from Materials Science Udit Surya Saha, Michele Vendruscolo, Anne E Carpenter, Shantanu Singh, Andreas Bender, Srijit Seal

NeurIPSW 2023 On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data? Arushi GK Majha, Ian Stott, Andreas Bender

NeurIPSW 2023 On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data? Arushi GK Majha, Andreas Bender, Ian Stott

NeurIPSW 2022 Conditional Neural Processes for Molecules Miguel Garcia Ortegon, Andreas Bender, Sergio Bacallado

NeurIPSW 2022 Conditional Neural Processes for Molecules Miguel Garcia Ortegon, Andreas Bender, Sergio Bacallado

ECML-PKDD 2022 Factorized Structured Regression for Large-Scale Varying Coefficient Models David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, Clemens Stachl

ECML-PKDD 2020 A General Machine Learning Framework for Survival Analysis Andreas Bender, David Rügamer, Fabian Scheipl, Bernd Bischl