Lim, Soon Hoe

7 publications

TMLR 2025 Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting Soon Hoe Lim, Yijin Wang, Annan Yu, Emma Hart, Michael W. Mahoney, Sherry Li, N. Benjamin Erichson

AISTATS 2025 Gated Recurrent Neural Networks with Weighted Time-Delay Feedback N. Benjamin Erichson, Soon Hoe Lim, Michael W. Mahoney

ICLR 2025 Tuning Frequency Bias of State Space Models Annan Yu, Dongwei Lyu, Soon Hoe Lim, Michael W. Mahoney, N. Benjamin Erichson

NeurIPS 2022 Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent Soon Hoe Lim, Yijun Wan, Umut Simsekli

ICLR 2022 Noisy Feature Mixup Soon Hoe Lim, N. Benjamin Erichson, Francisco Utrera, Winnie Xu, Michael W. Mahoney

NeurIPS 2021 Noisy Recurrent Neural Networks Soon Hoe Lim, N. Benjamin Erichson, Liam Hodgkinson, Michael W. Mahoney

JMLR 2021 Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory Soon Hoe Lim