Biblio
"The Solvability of Interpretability Evaluation Metrics",
Findings of the Association for Computational Linguistics: EACL: Association for Computational Linguistics, 05/2023.
"Semi-Supervised Learning of Decision-Making Models for Human-Robot Collaboration",
Conference on Robot Learning (CoRL), 10/2019.
"Set-based State Estimation with Probabilistic Consistency Guarantee under Epistemic Uncertainty",
IEEE Robotics and Automation Letters (RA-L), vol. 7, issue 3, 03/2022.
"Safe and Efficient High Dimensional Motion Planning in Space-Time with Time Parameterized Prediction",
International Conference on Robotics and Automation (ICRA), 05/2019.
"A Survey of Methods for Safe Human-Robot Interaction",
Foundations and Trends® in Robotics, vol. 5, issue 4, pp. 261–349, 05/2017.
"Scalable and interpretable data representation for high-dimensional, complex data",
AAAI Conference on Artificial Intelligence (AAAI), 01/2015.
"Simulation and Comparative Evaluation of Flexible Automotive Assembly Layouts",
Department of Electrical Engineering and Computer Science, vol. M. Eng., 2016.
"Schedulability Analysis of Task Sets with Upper and Lowerbound Temporal Constraints",
Journal of Aerospace Information Systems (JAIS), 10/2014.
"Sampling Prediction-Matching Examples in Neural Networks: A Probabilistic Programming Approach",
AAAI, StarAI Workshop, 2020.