Publications of Kyle Matoba
2024
| Inference from Real-World Sparse Measurements, , and , in: Transactions on Machine Learning Research, 2024 |
|
| Safe Deep Neural Networks, , EPFL, 2024 |
2023
| Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence, , and , in: Transactions on Machine Learning Research, 2023 |
2022
| Efficient Training of Low-Curvature Neural Networks, , , and , in: NeurIPS 2022, 2022 |
[URL] |
2021
| Challenges for Using Impact Regularizers to Avoid Negative Side Effects, , and , in: SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety, 2021 |
|
2020
| Exact Preimages of Neural Network Aircraft Collision Avoidance Systems, and , in: Machine Learning for Engineering Modeling, Simulation, and Design Workshop at Neural Information Processing Systems 2020, 2020 |
|