Dawson, Charles

3 publications

ICLR 2025 Rare Event Modeling with Self-Regularized Normalizing Flows: What Can We Learn from a Single Failure? Charles Dawson, Van Tran, Max Z. Li, Chuchu Fan

CoRL 2023 A Bayesian Approach to Breaking Things: Efficiently Predicting and Repairing Failure Modes via Sampling Charles Dawson, Chuchu Fan

CoRL 2021 Safe Nonlinear Control Using Robust Neural Lyapunov-Barrier Functions Charles Dawson, Zengyi Qin, Sicun Gao, Chuchu Fan