am

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Jul 30, 2018 04:06

E. Balkanski, A. Rubinstein,
Y. Singer (2018) "An Exponential
Speedup in Parallel Running Time
for Submodular Maximization without
Loss in Approximation
."
About it. Earlier:
E. Balkanski, Y. Singer (2018)
"The adaptive complexity
of maximizing a submodular
function
." In STOC, 2018.

G.L. Nemhauser, L.A. Wolsey (1978)
"Best algorithms for approximating
the maximum of a submodular set
function
." Math. of oper. res.,
3(3):177-188.
G.L. Nemhauser, L.A. Wolsey,
M.L. Fisher (1978) "An analysis
of approximations for maximizing
submodular set functions
."
Math. Progr., 14(1):265-294.

Update:
Recently it is proven that
classical computers can solve
the “recommendation problem”
nearly as fast as QC
(on
average, for a fixed error
and fixed query size).
Ewin Tang (2018) "A quantum-
inspired classical algorithm
for recommendation systems
."

regr, ml, math, bss, em, mdl, vlsn, cyb, cs, qm, pca

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