Noel Loo

According to our database, Noel Loo authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Linear Projections of Teacher Embeddings for Few-Class Distillation.

Noel Loo, Fotis Iliopoulos, Wei Hu, Erik Vee

CoRR, 2024

Large Scale Dataset Distillation with Domain Shift.

Noel Loo, Alaa Maalouf, Ramin M. Hasani, Mathias Lechner, Alexander Amini, Daniela Rus

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control.

Neehal Tumma, Mathias Lechner, Noel Loo, Ramin M. Hasani, Daniela Rus

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation.

Noel Loo, Ramin M. Hasani, Mathias Lechner, Alexander Amini, Daniela Rus

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

On the Size and Approximation Error of Distilled Sets.

Alaa Maalouf, Murad Tukan, Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus

CoRR, 2023

Dataset Distillation Fixes Dataset Reconstruction Attacks.

Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus

CoRR, 2023

On the Size and Approximation Error of Distilled Datasets.

Alaa Maalouf, Murad Tukan, Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Dataset Distillation with Convexified Implicit Gradients.

Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus

Proceedings of the International Conference on Machine Learning, 2023

2022

Efficient Dataset Distillation using Random Feature Approximation.

Noel Loo, Ramin M. Hasani, Alexander Amini, Daniela Rus

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Evolution of Neural Tangent Kernels under Benign and Adversarial Training.

Noel Loo, Ramin M. Hasani, Alexander Amini, Daniela Rus

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Generalized Variational Continual Learning.

Noel Loo, Siddharth Swaroop, Richard E. Turner

Proceedings of the 9th International Conference on Learning Representations, 2021