Last layer state space model for representation learning and uncertainty quantification

Max Cohen, Maurice Charbit, Sylvain Le Corff

As sequential neural architectures become deeper and more complex, uncertainty estimation is more and more challenging. Efforts in quantifying uncertainty often rely on specific tr…