Paper 'Don't Get Me Wrong: How to apply Deep Visual Interpretations to Time Series' published in Applied Intelligence, Volume 25, Article 920, 2025.
Paper 'Effective Data Pruning through Score Extrapolation' preprint, 2025.
Paper 'Understanding Cross-Model Perceptual Invariances Through Ensemble Metamers' preprint, 2025.
Paper 'Predicting potentially abusive clauses in Chilean terms of services with natural language processing' published in Artificial Intelligence and Law, 2025.
Paper 'Learning with Limited Labelled Data' included in Unlocking Artificial Intelligence, 2024.
Paper 'Sequence-based Learning' included in Unlocking Artificial Intelligence, 2024.
Research Experience
Worked as a senior scientist at Fraunhofer IIS in the ADA Lovelace Center. Currently an associate professor at the School of Informatics, Pontificia Universidad Católica de Valparaíso (PUCV) in Chile.
Education
Ph.D.: Dr.-Ing. degree from Björn Eskofier's MaD Lab, while working as a senior scientist at Fraunhofer IIS in the ADA Lovelace Center. Bachelors and Masters: Friedrich-Alexander University Erlangen-Nürnberg (FAU), advised by Christopher Mutschler, researching at Michael Philippsen's Programming Systems lab.
Background
Research Interests: Machine learning (especially with few labeled data), time series, optical positioning, complex event processing, large-scale virtual reality. Brief: Associate Professor at the School of Informatics, Pontificia Universidad Católica de Valparaíso (PUCV) in Chile.