Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Department of Statistics, University of California at Berkeley, Berkeley, CA 94720, USA; Center for Applied Mathematics, Cornell University, Ithaca, NY 14853, USA; Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; International Computer Science Institute, Berkeley, CA 94704, USA; Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W Mahoney, N. Benjamin Erichson
state-space models;sequence models;Long-Range Arena;recurrent neural networks
Robustifying State-space Models for Long Sequences via Approximate Diagonalization