Soon Hoe Lim

According to our database, Soon Hoe Lim authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Tuning Frequency Bias of State Space Models.

Annan Yu, Dongwei Lyu, Soon Hoe Lim, Michael W. Mahoney, N. Benjamin Erichson

CoRR, 2024

NoisyMix: Boosting Model Robustness to Common Corruptions.

N. Benjamin Erichson, Soon Hoe Lim, Winnie Xu, Francisco Utrera, Ziang Cao, Michael W. Mahoney

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Gated Recurrent Neural Networks with Weighted Time-Delay Feedback.

N. Benjamin Erichson, Soon Hoe Lim, Michael W. Mahoney

CoRR, 2022

NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections.

N. Benjamin Erichson, Soon Hoe Lim, Francisco Utrera, Winnie Xu, Ziang Cao, Michael W. Mahoney

CoRR, 2022

Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent.

Soon Hoe Lim, Yijun Wan, Umut Simsekli

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

Noisy Feature Mixup.

Soon Hoe Lim, N. Benjamin Erichson, Francisco Utrera, Winnie Xu, Michael W. Mahoney

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory.

Soon Hoe Lim

J. Mach. Learn. Res., 2021

Noisy Recurrent Neural Networks.

Soon Hoe Lim, N. Benjamin Erichson, Liam Hodgkinson, Michael W. Mahoney

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021