We introduce the problem of constructing explicit variety evasive subspace families.
Given a family $$\mathcal{F}$$
F
of subvarieties of a projective or affine space, a collection $$\mathcal{H}$$
H
of projective or affine $$k$$
k
-subspaces is $$(\mathcal{F},\epsilon)$$
(
F
,
ϵ
)
-evasive if
for every $$\mathcal{V}\in\mathcal{F}$$
V
∈
F
, all but at most $$\epsilon$$
ϵ
-fraction of $$W\in\mathcal{H}$$
W
∈
H
intersect every irreducible component of $$\mathcal{V}$$
V
with (at most) the expected dimension.
The problem of constructing such an explicit subspace family generalizes both deterministic black-box polynomial identity testing (PIT) and the problem of constructing explicit (weak) lossless rank condensers.Using Chow forms, we construct explicit $$k$$
k
-subspace families of polynomial size that are evasive for all varieties of bounded degree in a projective or affine $$n$$
n
-space. As one application, we obtain a complete derandomization of Noether’s normalization lemma for varieties of low degree in a projective or affine $$n$$
n
-space. In another application, we obtain a simple polynomial-time black-box PIT algorithm for depth-4 arithmetic circuits with bounded top fan-in and bottom fan-in that are not in the Sylvester–Gallai configuration, improving and simplifying a result of Gupta (ECCC TR 14-130).As a complement of our explicit construction, we prove a tight lower bound for the size of $$k$$
k
-subspace families that are evasive for degree-$$d$$
d
varieties in a projective $$n$$
n
-space. When $$n-k=n^{\Omega(1)}$$
n
-
k
=
n
Ω
(
1
)
, the lower bound is superpolynomial unless $$d$$
d
is bounded.
The proof uses a dimension counting argument on Chow varieties that parametrize projective subvarieties.