BCD-prox improves robustness and accuracy in filtering and parameter estimation.
problem Simultaneous filtering and parameter estimation of complex ODE models.
method Block coordinate descent proximal algorithm (BCD-prox) for ODE systems.
result BCD-prox outperforms state-of-the-art methods in robustness, accuracy, and training time.