@article {MR5040261,
    AUTHOR = {Pavliotis, G. A. and Spacek, R. and Stoltz, G. and Vaes, U.},
     TITLE = {Neural {N}etwork {A}pproaches for {V}ariance {R}eduction in
              {F}luctuation {F}ormulas},
   JOURNAL = {SIAM/ASA J. Uncertain. Quantif.},
  FJOURNAL = {SIAM/ASA Journal on Uncertainty Quantification},
    VOLUME = {14},
      YEAR = {2026},
    NUMBER = {1},
     PAGES = {221--255},
      ISSN = {2166-2525},
   MRCLASS = {82C32 (46N30 65C40 82C31)},
  MRNUMBER = {5040261},
       DOI = {10.1137/24M1710693},
       URL = {https://doi-org.extranet.enpc.fr/10.1137/24M1710693},
}