Learning states sparse in an unknown Gaussian-rotated Fock basis
Determine whether a fermionic state promised to be k-sparse in an unknown Gaussian-rotated Fock basis can be learned using polynomially many samples and polynomial time in m, k, and 1/ε, and determine the corresponding bosonic guarantee with an appropriate energy-constraint dependence.
References
We then ask the further question -- if a state is promised to be $k$-sparse in some unknown Gaussian rotated Fock basis, can we learn it with $poly(m,k,1/\eps)$ samples and time for fermions, possibly with an energy constraint dependence for bosons?
— Learning Sparse Quantum States
(2609.12219 - Sen, 10 Sep 2026) in Section "Open Questions"