Munich Center for Machine Learning

Recent papers from Munich Center for Machine Learning

1. Large language models for mental healthFrontiers in Digital Health · 2026
2. Epistemic trust as a mechanism for ethics integration: failure modes and design principles from 70 moral imagination workshopsJournal of Responsible Innovation · 2026
3. Challenges and Strategies for Analyzing Urban Flood Resilience Using Earth Observation DataGeoHorizons · 2026
4. Artifacts for "Purely Misleading: Examining Purity Evaluation for Online-Offline Stream Clustering [Experiment, Analysis, and Benchmark]" (Part 1)2026
5. Artifacts for "Purely Misleading: Examining Purity Evaluation for Online-Offline Stream Clustering [Experiment, Analysis, and Benchmark]" (Part 2)2026
6. Causal machine learning reveals heterogeneous effects of loss versus gain framing on retirement savingsScientific Reports · 2026
7. Urban Tree Soil Moisture Dynamics Across Central European Cities: A Multi-Site Approach Showing Links Between Hydrology, Tree and Site Characteristics2026
8. Uneven research attention to biodiversity loss revealed by large language models2026
9. TSE-Net: Semi-supervised monocular height estimation from single remote sensing imagesISPRS Journal of Photogrammetry and Remote Sensing · 2026
10. Multi-functional embedding models for funder name disambiguation in scientific publication recordsJournal of Information Science · 2026
11. Towards reliable morphological subtyping and cancer detection on Barrett’s esophagus pathology through ensembling foundation modelsnpj Digital Medicine · 2026
12. +A CAR T cell-amplified suppressive B cell circuit in AML2026
13. Reconstructing long-time voltage relaxation from short pulse tests for faster battery testing and modelingJournal of Energy Storage · 2026
14. Retrofitting language models to operate over bytesNature · 2026
15. Denario Project: Deep Knowledge Artificial Intelligence Agents for Scientific DiscoveryPRX Intelligence · 2026
16. Prediction-Based Adaptive Designs for Reducing Wave Nonresponse Rates and Bias in Panel SurveysSociological Methods & Research · 2026
17. Conditional deep generative modeling of blood-based infrared spectra enables controlled in-silico phenotyping studiesnpj Digital Medicine · 2026
18. Quantum circuit-based learning models: bridging quantum computing and machine learningArtificial Intelligence Review · 2026
19. PREDICT-GBM: A multicenter platform advancing personalized glioblastoma radiotherapy planningnpj Digital Medicine · 2026
20. Pharmacological stratification of fall-risk-increasing drugs for prevention of fall-related injuries in older adults: a population-based cohort studyAge and Ageing · 2026