Noel Loo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Malware Detection

Training Dataset

Approximation Error

Top Venues

Publications

Neehal Tumma, Mathias Lechner, Noel Loo, Ramin M. Hasani, Daniela Rus
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control. ICLR (2024)
Noel Loo, Ramin M. Hasani, Mathias Lechner, Alexander Amini, Daniela Rus
Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation. ICLR (2024)
Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus
Dataset Distillation with Convexified Implicit Gradients. ICML (2023)
Alaa Maalouf, Murad Tukan, Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus
On the Size and Approximation Error of Distilled Sets. CoRR (2023)
Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus
Dataset Distillation Fixes Dataset Reconstruction Attacks. CoRR (2023)
Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus
Dataset Distillation with Convexified Implicit Gradients. CoRR (2023)
Neehal Tumma, Mathias Lechner, Noel Loo, Ramin M. Hasani, Daniela Rus
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control. CoRR (2023)
Alaa Maalouf, Murad Tukan, Noel Loo, Ramin M. Hasani, Mathias Lechner, Daniela Rus
On the Size and Approximation Error of Distilled Datasets. NeurIPS (2023)
Noel Loo, Ramin M. Hasani, Alexander Amini, Daniela Rus
Efficient Dataset Distillation Using Random Feature Approximation. CoRR (2022)
Noel Loo, Ramin M. Hasani, Alexander Amini, Daniela Rus
Efficient Dataset Distillation using Random Feature Approximation. NeurIPS (2022)
Noel Loo, Ramin Hasani, Alexander Amini, Daniela Rus
Evolution of Neural Tangent Kernels under Benign and Adversarial Training. CoRR (2022)
Noel Loo, Ramin M. Hasani, Alexander Amini, Daniela Rus
Evolution of Neural Tangent Kernels under Benign and Adversarial Training. NeurIPS (2022)
Noel Loo, Siddharth Swaroop, Richard E. Turner
Generalized Variational Continual Learning. ICLR (2021)
Noel Loo, Siddharth Swaroop, Richard E. Turner
Generalized Variational Continual Learning. CoRR (2020)