no code implementations • 28 Jun 2021 • Francisco Barreras, Mikhail Hayhoe, Hamed Hassani, Victor M. Preciado
The likelihood of the observations is estimated recursively using an Extended Kalman Filter and can be easily optimized using gradient-based methods to compute maximum likelihood estimators.
no code implementations • 11 Nov 2022 • Mikhail Hayhoe, Hans Riess, Victor M. Preciado, Alejandro Ribeiro
To do so, we provide a framework for bounding the stability and transferability error of GNNs across arbitrary graphs via spectral similarity.