Mathias Lechner
Institute of Science and Technology Austria
H-index: 17
Europe-Austria
Top articles of Mathias Lechner
On the Size and Approximation Error of Distilled Datasets
Advances in Neural Information Processing Systems
2024/2/13
Compositional policy learning in stochastic control systems with formal guarantees
Advances in Neural Information Processing Systems
2024/2/13
Mathias Lechner
H-Index: 6
Abhinav Verma
H-Index: 3
Krishnendu Chatterjee
H-Index: 43
Thomas Henzinger
H-Index: 58
Gigastep-One Billion Steps per Second Multi-agent Reinforcement Learning
Advances in Neural Information Processing Systems
2024/2/13
Mathias Lechner
H-Index: 6
Tim Seyde
H-Index: 3
Wei Xiao
H-Index: 23
Ramin Hasani
H-Index: 10
Daniela Rus
H-Index: 79
Revisiting the adversarial robustness-accuracy tradeoff in robot learning
IEEE Robotics and Automation Letters
2023/1/31
Learning with Chemical versus Electrical Synapses--Does it Make a Difference?
arXiv preprint arXiv:2401.08602
2023/11/21
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
2023/10/27
Learning provably stabilizing neural controllers for discrete-time stochastic systems
2023/10/22
Krishnendu Chatterjee
H-Index: 43
Mathias Lechner
H-Index: 6
Towards Cooperative Flight Control Using Visual-Attention
2023/10/1
Adversarial Training in Continuous-Time Models and Irregularly Sampled Time-Series
2023/8/7
Dataset distillation with convexified implicit gradients
2023/7/3
On the forward invariance of neural odes
2023/7/3
Quantization-aware interval bound propagation for training certifiably robust quantized neural networks
Proceedings of the AAAI Conference on Artificial Intelligence
2023/6/26
Learning control policies for stochastic systems with reach-avoid guarantees
Proceedings of the AAAI Conference on Artificial Intelligence
2023/6/26
Mathias Lechner
H-Index: 6
Krishnendu Chatterjee
H-Index: 43
Infrastructure-based End-to-End Learning and Prevention of Driver Failure
2023/5/29
On the Size and Approximation Error of Distilled Sets
arXiv preprint arXiv:2305.14113
2023/5/23
A learner-verifier framework for neural network controllers and certificates of stochastic systems
2023/4/22
Krishnendu Chatterjee
H-Index: 43
Mathias Lechner
H-Index: 6
Robust flight navigation out of distribution with liquid neural networks
Science Robotics
2023/4/19
Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
arXiv preprint arXiv:2302.01428
2023/2/2
Closed-form continuous-time neural networks
Nature Machine Intelligence
2022/11
PyHopper-A Plug-and-Play Hyperparameter Optimization Engine
2022/10/20
Co-Authors
