Concepedia

Mathias Lechner

ML

20

Publications

1.1K

Citations

15

H-Index

2018

Active since

Affiliations

Institute of Science and Technology Austria(Current)

Massachusetts Institute of Technology

Mathias Lechner is an author at Institute of Science and Technology Austria specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningRobot LearningArtificial IntelligenceDeep LearningRoboticsSocial SciencesData ScienceNeuroscience

Publications per year

2018–2023

20

Publications

20

Neural circuit policies enabling auditable autonomy

Mathias Lechner, Ramin Hasani, Alexander Amini et al. · Nature Machine Intelligence · 2020 · 265 citations

Artificial Intelligence, Reward Hacking, Engineering +4

Liquid Time-constant Networks

Ramin Hasani, Mathias Lechner, Alexander Amini et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 234 citations · Full text

Engineering, Machine Learning, Sequential Learning +16

Closed-form continuous-time neural networks

Ramin Hasani, Mathias Lechner, Alexander Amini et al. · Nature Machine Intelligence · 2022 · 132 citations · Full text

Robust flight navigation out of distribution with liquid neural networks

Makram Chahine, Ramin Hasani, Patrick Kao et al. · Science Robotics · 2023 · 69 citations

Artificial Intelligence, Engineering, Intelligent Robotics +20

Learning Long-Term Dependencies in Irregularly-Sampled Time Series

Mathias Lechner, Ramin Hasani · arXiv (Cornell University) · 2020 · 56 citations · Full text

Long-term Dependencies, Engineering, Machine Learning +16

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