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stringlengths
1
39
o
stringclasses
996 values
p
stringlengths
7
77
confidence
float64
0.4
1
predicate_class
stringclasses
2 values
community
int64
0
14
equation_name
stringlengths
14
73
equation_latex
stringlengths
5
217
equation_sympy
stringclasses
617 values
equation_form
stringclasses
472 values
variables
stringlengths
2
85
domain
stringclasses
119 values
scm_name
stringclasses
165 values
source
stringlengths
9
50
extraction_method
stringclasses
8 values
s
O_i
urn:hailstone:ml_ai:structural_equation[ec061423fe4c]
1
structural_equation
0
arxiv.cs.IT.2602.04952v1.eq_721
\sum_{i=1}^m α_i O_i
arxiv_extracted
["m_{i", "m", "i", "u", "s", "O_i"]
arxiv
arxiv
arxiv:cs.IT:2602.04952v1
cross_domain_amplification
m
m
urn:hailstone:ml_ai:structural_equation[d39516692936]
1
structural_equation
0
arxiv.cs.IT.2602.04952v1.eq_722
Γ^{\mathrm{ob}}_\infty = Γ_\infty
arxiv_extracted
["a", "t", "m", "h", "r"]
arxiv
arxiv
arxiv:cs.IT:2602.04952v1
cross_domain_amplification
m
f
urn:hailstone:ml_ai:structural_equation[48b8e9e64585]
1
structural_equation
0
arxiv.cs.IT.2602.04862v1.eq_723
\mathbf{H} = \mathbf{F} + s \mathbf{G}
arxiv_extracted
["f", "a", "t", "m", "h", "b"]
arxiv
arxiv
arxiv:cs.IT:2602.04862v1
cross_domain_amplification
b
P
urn:hailstone:ml_ai:structural_equation[4df4eaa2a492]
1
structural_equation
0
arxiv.cs.IT.2602.03718v1.eq_724
\|\bm x[m]\|_2^2=P
arxiv_extracted
["b", "m", "P", "x"]
arxiv
arxiv
arxiv:cs.IT:2602.03718v1
cross_domain_amplification
b
v
urn:hailstone:ml_ai:structural_equation[2917c6f1eb46]
1
structural_equation
0
arxiv.cs.IT.2602.03718v1.eq_725
\bm V(\bm\varphi)\bm e_1=\bm c
arxiv_extracted
["V", "b", "m", "v"]
arxiv
arxiv
arxiv:cs.IT:2602.03718v1
cross_domain_amplification
b
x
urn:hailstone:ml_ai:structural_equation[494e3b62ecf8]
1
structural_equation
0
arxiv.cs.IT.2602.03718v1.eq_726
\bm c=\bm x/\sqrt{P}
arxiv_extracted
["b", "c", "m", "x"]
arxiv
arxiv
arxiv:cs.IT:2602.03718v1
cross_domain_amplification
b
c
urn:hailstone:ml_ai:structural_equation[6f500b6d118b]
1
structural_equation
0
arxiv.cs.IT.2602.03718v1.eq_727
\|\bm c\|_2=1
arxiv_extracted
["b", "c", "m"]
arxiv
arxiv
arxiv:cs.IT:2602.03718v1
cross_domain_amplification
m
m
urn:hailstone:ml_ai:structural_equation[13c60a27c56f]
1
structural_equation
0
arxiv.cs.IT.2601.21489v1.eq_728
Λ_{\mathrm{del}}=\sum_{u\in\mathcal P_{\mathrm{trap}}}ζ(u)π(u)
arxiv_extracted
["a", "t", "m", "h", "r"]
arxiv
arxiv
arxiv:cs.IT:2601.21489v1
cross_domain_amplification
x
k
urn:hailstone:ml_ai:structural_equation[8dd2f21d834f]
1
structural_equation
0
arxiv.cs.IT.2601.19327v1.eq_729
x(1+x)^{k-1}=1
arxiv_extracted
["k", "x"]
arxiv
arxiv
arxiv:cs.IT:2601.19327v1
cross_domain_amplification
f
n
urn:hailstone:ml_ai:structural_equation[f2deb716c81b]
1
structural_equation
0
arxiv.cs.IT.2601.18590v1.eq_730
\frac{q^{2n-k}-1}{q-1}<\frac{c_δ\sqrt{n}\cdot q^{2n}}{\sum_{i=0}^{d-1}\binom{n}{i}(q^2-1)^i}
arxiv_extracted
["f", "q", "a", "r", "n", "c"]
arxiv
arxiv
arxiv:cs.IT:2601.18590v1
cross_domain_amplification
l
o
urn:hailstone:ml_ai:structural_equation[ddfb6c9dad25]
1
structural_equation
0
arxiv.cs.IT.2601.16614v1.eq_731
\log_n \Sn(Γ)=α+o(1)
arxiv_extracted
["g_n", "S", "o", "n", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.16614v1
cross_domain_amplification
S
o
urn:hailstone:ml_ai:structural_equation[abde7db6c82c]
1
structural_equation
0
arxiv.cs.IT.2601.16614v1.eq_732
\Sn(Γ)=n^{α+o(1)}
arxiv_extracted
["n", "S", "o"]
arxiv
arxiv
arxiv:cs.IT:2601.16614v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[d1fb32d2afa8]
1
structural_equation
0
arxiv.cs.IT.2601.16438v1.eq_733
\mathcal{L}=\{0,1,\ldots,l\}
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2601.16438v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[9ec084e48ef4]
1
structural_equation
0
arxiv.cs.IT.2601.16438v1.eq_734
\mathcal{P}=\{h\}
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2601.16438v1
cross_domain_amplification
l
r
urn:hailstone:ml_ai:structural_equation[8cbe79a8ed92]
1
structural_equation
0
arxiv.cs.IT.2601.16164v1.eq_735
\left\{x_{ij}\right\}_{i=1,\dots,t}^{j=1,\dots m_i}
arxiv_extracted
["e", "f", "t", "r", "x_{ij}", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.16164v1
cross_domain_amplification
D
L
urn:hailstone:ml_ai:structural_equation[4fa3b452f1a2]
1
structural_equation
0
arxiv.cs.IT.2601.14252v6.eq_736
D^\star(L)=\max(0,1-2^L/a)
arxiv_extracted
["D", "a", "t", "r", "L", "s"]
arxiv
arxiv
arxiv:cs.IT:2601.14252v6
cross_domain_amplification
n_{1}
k_{1}
urn:hailstone:ml_ai:structural_equation[04a793bc3618]
1
structural_equation
0
arxiv.cs.IT.2601.12780v1.eq_737
n_{1}=k_{1}
arxiv_extracted
["n_{1}", "k_{1}"]
arxiv
arxiv
arxiv:cs.IT:2601.12780v1
cross_domain_amplification
n_{2}
n_{2}
urn:hailstone:ml_ai:structural_equation[2bbd0ba2c188]
1
structural_equation
0
arxiv.cs.IT.2601.12780v1.eq_738
n_{2}=m<n_{1}n_{2}
arxiv_extracted
["n_{2}", "m", "n_{1}"]
arxiv
arxiv
arxiv:cs.IT:2601.12780v1
cross_domain_amplification
d
c
urn:hailstone:ml_ai:structural_equation[9631316bc71a]
1
structural_equation
0
arxiv.cs.IT.2601.12576v1.eq_739
dH/dt = c
arxiv_extracted
["t", "d", "H", "c"]
arxiv
arxiv
arxiv:cs.IT:2601.12576v1
cross_domain_amplification
m
f
urn:hailstone:ml_ai:structural_equation[47463c980221]
1
structural_equation
0
arxiv.cs.IT.2601.10991v1.eq_740
\mathbf{s}=s_1s_2\cdots s_n
arxiv_extracted
["f", "a", "t", "m", "h", "b"]
arxiv
arxiv
arxiv:cs.IT:2601.10991v1
cross_domain_amplification
s_t
o
urn:hailstone:ml_ai:structural_equation[0e45c97e4708]
1
structural_equation
0
arxiv.cs.IT.2601.10991v1.eq_741
s_t, t=n, \cdots, 2,1
arxiv_extracted
["s_t", "t", "d", "o", "n", "c"]
arxiv
arxiv
arxiv:cs.IT:2601.10991v1
cross_domain_amplification
s_t
t
urn:hailstone:ml_ai:structural_equation[4e8864e04b9d]
1
structural_equation
0
arxiv.cs.IT.2601.10991v1.eq_742
s_t, t=1, 2, \cdots, n
arxiv_extracted
["s_t", "t", "d", "o", "c"]
arxiv
arxiv
arxiv:cs.IT:2601.10991v1
cross_domain_amplification
e
r
urn:hailstone:ml_ai:structural_equation[8427dfd29fbd]
1
structural_equation
0
arxiv.cs.IT.2601.10685v2.eq_743
\ell = s \prod_{i=1}^n p_i
arxiv_extracted
["e", "p", "r", "s", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.10685v2
cross_domain_amplification
d_1
d
urn:hailstone:ml_ai:structural_equation[52b3845810f7]
1
structural_equation
0
arxiv.cs.IT.2601.10683v1.eq_744
d_1=d_2=d
arxiv_extracted
["d_2", "d", "d_1"]
arxiv
arxiv
arxiv:cs.IT:2601.10683v1
cross_domain_amplification
M
X_i
urn:hailstone:ml_ai:structural_equation[9df2639da00f]
1
structural_equation
0
arxiv.cs.IT.2601.08929v2.eq_745
M^{(f)}_{ij} = I_f(X_i;X_j)
arxiv_extracted
["f", "X_i", "M", "j", "I_f", "i"]
arxiv
arxiv
arxiv:cs.IT:2601.08929v2
cross_domain_amplification
e
l
urn:hailstone:ml_ai:structural_equation[e7af203bd6ff]
1
structural_equation
0
arxiv.cs.IT.2601.08452v1.eq_746
\ell = 2
arxiv_extracted
["e", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.08452v1
cross_domain_amplification
e
l
urn:hailstone:ml_ai:structural_equation[c621989430a6]
1
structural_equation
0
arxiv.cs.IT.2601.08452v1.eq_747
\ell = 4
arxiv_extracted
["e", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.08452v1
cross_domain_amplification
e
l
urn:hailstone:ml_ai:structural_equation[c866e6bc3551]
1
structural_equation
0
arxiv.cs.IT.2601.08452v1.eq_748
\ell = 8
arxiv_extracted
["e", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.08452v1
cross_domain_amplification
e
l
urn:hailstone:ml_ai:structural_equation[e7af203bd6ff]
1
structural_equation
0
arxiv.cs.IT.2601.08452v1.eq_749
\ell = 2
arxiv_extracted
["e", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.08452v1
cross_domain_amplification
m
f
urn:hailstone:ml_ai:structural_equation[076ae5b942b6]
1
structural_equation
0
arxiv.cs.IT.2601.08387v2.eq_750
\mathbf H\mathbf H^\top = \mathbf 0
arxiv_extracted
["f", "a", "t", "m", "h", "b"]
arxiv
arxiv
arxiv:cs.IT:2601.08387v2
cross_domain_amplification
s
q
urn:hailstone:ml_ai:structural_equation[44fc4fb95013]
1
structural_equation
0
arxiv.cs.IT.2601.08144v1.eq_751
\sum^{s-1}_{i=1}q^{ik+h}+1
arxiv_extracted
["q", "m", "i", "u", "s"]
arxiv
arxiv
arxiv:cs.IT:2601.08144v1
cross_domain_amplification
C
r
urn:hailstone:ml_ai:structural_equation[98de8e199d8a]
1
structural_equation
0
arxiv.cs.IT.2601.07257v1.eq_752
C_{\mathrm{ip}}+C_{\mathrm{i}}=\mathrm{rank}(Σ_{XX})\le d
arxiv_extracted
["a", "t", "m", "h", "r", "C"]
arxiv
arxiv
arxiv:cs.IT:2601.07257v1
cross_domain_amplification
X
N_0
urn:hailstone:ml_ai:structural_equation[afdd926ee626]
1
structural_equation
0
arxiv.cs.IT.2601.07257v1.eq_753
Σ_{XX}(T)=S+T N_0
arxiv_extracted
["X", "T", "S", "N_0"]
arxiv
arxiv
arxiv:cs.IT:2601.07257v1
cross_domain_amplification
E
l
urn:hailstone:ml_ai:structural_equation[8c9407a40a83]
1
structural_equation
0
arxiv.cs.IT.2601.06609v1.eq_754
E= \langle κ,τ\mid 2 κ=2 τ=0,~ κ^2=κ,~ τ^2=τ,~ κτ=κ,~ τκ=τ\rangle
arxiv_extracted
["g", "a", "n", "E", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.06609v1
cross_domain_amplification
N
n
urn:hailstone:ml_ai:structural_equation[5485e024dd0d]
1
structural_equation
0
arxiv.cs.IT.2601.06503v2.eq_755
N(n,3,4)=20n-166
arxiv_extracted
["n", "N"]
arxiv
arxiv
arxiv:cs.IT:2601.06503v2
cross_domain_amplification
r
R
urn:hailstone:ml_ai:structural_equation[7449726341d5]
1
structural_equation
0
arxiv.cs.IT.2601.03734v2.eq_756
{\rm S}^{\tt R}_α(ρ) = \frac{\ln {\rm Tr}(ρ^α)}{1-α}
arxiv_extracted
["t", "m", "S", "r", "R"]
arxiv
arxiv
arxiv:cs.IT:2601.03734v2
cross_domain_amplification
r
T
urn:hailstone:ml_ai:structural_equation[6809987c063e]
1
structural_equation
0
arxiv.cs.IT.2601.03734v2.eq_757
{\rm S}^{\tt T}_q(ρ) = \frac{1-{\rm Tr}(ρ^q)}{q-1}
arxiv_extracted
["t", "m", "S", "r", "T"]
arxiv
arxiv
arxiv:cs.IT:2601.03734v2
cross_domain_amplification
R_1
s
urn:hailstone:ml_ai:structural_equation[0e27ec900e95]
1
structural_equation
0
arxiv.cs.IT.2601.03241v1.eq_758
(R_1,\ldots,R_K) = (\mathbf{1}(1 \in \mathcal{I}),\ldots,\mathbf{1}(K\in \mathcal{I}))
arxiv_extracted
["t", "R_1", "o", "s", "d", "l"]
arxiv
arxiv
arxiv:cs.IT:2601.03241v1
cross_domain_amplification
m
m
urn:hailstone:ml_ai:structural_equation[01886428a953]
1
structural_equation
0
arxiv.cs.IT.2601.03241v1.eq_759
\mathrm{rank}\left(\bigl[\mathbf{F}_{\mathcal{I}};\mathbf{G}_{\mathcal{I}}\bigr]\right) =\mathrm{rank}\bigl(\mathbf{F}_{\mathcal{I}}\bigr)+N
arxiv_extracted
["a", "t", "m", "h", "r"]
arxiv
arxiv
arxiv:cs.IT:2601.03241v1
cross_domain_amplification
n
q
urn:hailstone:ml_ai:structural_equation[674035343f6b]
1
structural_equation
0
arxiv.cs.IT.2602.09028v1.eq_760
1/n + 1/q = 1
arxiv_extracted
["n", "q"]
arxiv
arxiv
arxiv:cs.IT:2602.09028v1
cross_domain_amplification
g
t
urn:hailstone:ml_ai:structural_equation[a1bc865a7a91]
1
structural_equation
0
arxiv.cs.IT.2512.23194v3.eq_761
\gcd(d, q+1+t)=1
arxiv_extracted
["g", "q", "t", "c", "d"]
arxiv
arxiv
arxiv:cs.IT:2512.23194v3
cross_domain_amplification
k
r
urn:hailstone:ml_ai:structural_equation[75140ad1816e]
1
structural_equation
0
arxiv.cs.IT.2512.21922v2.eq_762
k_{\mathrm{C}Z}=Θ(n)
arxiv_extracted
["a", "t", "m", "h", "r", "k"]
arxiv
arxiv
arxiv:cs.IT:2512.21922v2
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[600271d4fa16]
1
structural_equation
0
arxiv.cs.IT.2512.20039v1.eq_763
|\mathcal{X}| = m < \infty
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2512.20039v1
cross_domain_amplification
F_r
r
urn:hailstone:ml_ai:structural_equation[e6696406bf66]
1
structural_equation
0
arxiv.cs.IT.2512.17603v2.eq_764
F_r(x)=x^r+x^{r+\frac{q-1}{2}}
arxiv_extracted
["r", "F_r", "x"]
arxiv
arxiv
arxiv:cs.IT:2512.17603v2
cross_domain_amplification
x
x
urn:hailstone:ml_ai:structural_equation[93e7cca0f75b]
1
structural_equation
0
arxiv.cs.IT.2512.17603v2.eq_765
χ(x)=χ(x+1)=1
arxiv_extracted
["x"]
arxiv
arxiv
arxiv:cs.IT:2512.17603v2
cross_domain_amplification
x
b
urn:hailstone:ml_ai:structural_equation[7e2a07ead162]
1
structural_equation
0
arxiv.cs.IT.2512.17603v2.eq_766
(x+1)^r - x^r = b
arxiv_extracted
["b", "r", "x"]
arxiv
arxiv
arxiv:cs.IT:2512.17603v2
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[86ce3521999e]
1
structural_equation
0
arxiv.cs.IT.2512.13067v1.eq_767
(\mathcal{O}_i)_{i=1}^k
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2512.13067v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[86ce3521999e]
1
structural_equation
0
arxiv.cs.IT.2512.13067v1.eq_768
(\mathcal{O}_i)_{i=1}^k
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2512.13067v1
cross_domain_amplification
E
l
urn:hailstone:ml_ai:structural_equation[8c9407a40a83]
1
structural_equation
0
arxiv.cs.IT.2512.12335v2.eq_769
E= \langle κ,τ\mid 2 κ=2 τ=0,~ κ^2=κ,~ τ^2=τ,~ κτ=κ,~ τκ=τ\rangle
arxiv_extracted
["g", "a", "n", "E", "l"]
arxiv
arxiv
arxiv:cs.IT:2512.12335v2
cross_domain_amplification
C
t
urn:hailstone:ml_ai:structural_equation[3496b16de275]
1
structural_equation
0
arxiv.cs.IT.2512.07631v1.eq_770
\Ceff = (\Itotal/\Istep), \Cstep
arxiv_extracted
["e", "f", "t", "C", "I"]
arxiv
arxiv
arxiv:cs.IT:2512.07631v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[56db1d0d934b]
1
structural_equation
0
arxiv.cs.IT.2512.07343v2.eq_771
\mathcal{R}=\frac{\mathbb{F}_q[u]}{\langle u^2 \rangle}\times \mathbb{F}_q
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2512.07343v2
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[aea3176b7797]
1
structural_equation
0
arxiv.cs.IT.2512.04955v1.eq_772
|\mathcal{X}| = 4
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2512.04955v1
cross_domain_amplification
C_{1}
n
urn:hailstone:ml_ai:structural_equation[97f54853a372]
1
structural_equation
0
arxiv.cs.IT.2512.03117v3.eq_773
C_{1}=3+2\ln 2
arxiv_extracted
["n", "C_{1}", "l"]
arxiv
arxiv
arxiv:cs.IT:2512.03117v3
cross_domain_amplification
C_{1}
C_{2}
urn:hailstone:ml_ai:structural_equation[a306c62b89e2]
1
structural_equation
0
arxiv.cs.IT.2512.03117v3.eq_774
C_{1}=C_{2}=1
arxiv_extracted
["C_{1}", "C_{2}"]
arxiv
arxiv
arxiv:cs.IT:2512.03117v3
cross_domain_amplification
f
y
urn:hailstone:ml_ai:structural_equation[cfb64d73b3a2]
1
structural_equation
0
arxiv.cs.IT.2512.00734v1.eq_775
f_{\infty} = T(P_{\infty}, Q_{\infty})
arxiv_extracted
["f", "t", "y", "i", "n"]
arxiv
arxiv
arxiv:cs.IT:2512.00734v1
cross_domain_amplification
d
t
urn:hailstone:ml_ai:structural_equation[aafa3aeb58de]
1
structural_equation
0
arxiv.cs.IT.2512.00734v1.eq_776
dQ_{\infty}(x) = e^{x} dP_{\infty}(x)
arxiv_extracted
["f", "Q", "t", "i", "n", "d"]
arxiv
arxiv
arxiv:cs.IT:2512.00734v1
cross_domain_amplification
I
T
urn:hailstone:ml_ai:structural_equation[a49e9dea63ee]
1
structural_equation
0
arxiv.cs.IT.2512.00135v1.eq_777
I(Y;S|T) =0
arxiv_extracted
["Y", "T", "S", "I"]
arxiv
arxiv
arxiv:cs.IT:2512.00135v1
cross_domain_amplification
s
s
urn:hailstone:ml_ai:structural_equation[bb5427285266]
1
structural_equation
0
arxiv.cs.IT.2511.20316v1.eq_778
\sqrt{2γ(F_n)} = \sqrt{2(n-1)}
arxiv_extracted
["q", "t", "F_n", "r", "s"]
arxiv
arxiv
arxiv:cs.IT:2511.20316v1
cross_domain_amplification
S
c
urn:hailstone:ml_ai:structural_equation[992558e9c016]
1
structural_equation
0
arxiv.cs.IT.2511.19378v1.eq_779
S(c) = Phi(c) + I
arxiv_extracted
["h", "P", "S", "i", "c"]
arxiv
arxiv
arxiv:cs.IT:2511.19378v1
cross_domain_amplification
I
B
urn:hailstone:ml_ai:structural_equation[9a00defb0b4c]
1
structural_equation
0
arxiv.cs.IT.2511.17389v1.eq_780
(I+B)^{p^m}=I+B^{p^m}
arxiv_extracted
["p", "m", "B", "I"]
arxiv
arxiv
arxiv:cs.IT:2511.17389v1
cross_domain_amplification
b
b
urn:hailstone:ml_ai:structural_equation[d723c7725a1b]
1
structural_equation
0
arxiv.cs.IT.2511.17240v2.eq_781
\bar{k}=q\binom{n}{2}
arxiv_extracted
["q", "a", "r", "b", "k"]
arxiv
arxiv
arxiv:cs.IT:2511.17240v2
cross_domain_amplification
f
s
urn:hailstone:ml_ai:structural_equation[64ac94bcdb28]
1
structural_equation
0
arxiv.cs.IT.2511.15120v2.eq_782
f(\boldsymbol{x})=g(\boldsymbol{U}\boldsymbol{x})
arxiv_extracted
["f", "o", "s", "b", "d", "l"]
arxiv
arxiv
arxiv:cs.IT:2511.15120v2
cross_domain_amplification
b
y
urn:hailstone:ml_ai:structural_equation[666a72cbfa57]
1
structural_equation
0
arxiv.cs.IT.2511.15051v1.eq_783
\boldsymbol{Z} = (Y_{σ(i)})_i
arxiv_extracted
["y", "o", "s", "b", "d", "l"]
arxiv
arxiv
arxiv:cs.IT:2511.15051v1
cross_domain_amplification
I
d
urn:hailstone:ml_ai:structural_equation[79b36bad024d]
1
structural_equation
0
arxiv.cs.IT.2511.15051v1.eq_784
I(X_1; \boldsymbol{Z}\mid (X_i)_{i=2}^n) \le (e^{\varepsilon_0}-1)/(2n) + O(n^{-3/2})
arxiv_extracted
["o", "X_1", "b", "d", "l", "I"]
arxiv
arxiv
arxiv:cs.IT:2511.15051v1
cross_domain_amplification
s
C
urn:hailstone:ml_ai:structural_equation[4418afc3626a]
1
structural_equation
0
arxiv.cs.IT.2511.06795v1.eq_785
\sum_i h_i = C
arxiv_extracted
["h_i", "m_i", "u", "s", "C"]
arxiv
arxiv
arxiv:cs.IT:2511.06795v1
cross_domain_amplification
f
y
urn:hailstone:ml_ai:structural_equation[9770dac1044f]
1
structural_equation
0
arxiv.cs.IT.2510.22671v2.eq_786
f(x,y)=1
arxiv_extracted
["f", "y", "x"]
arxiv
arxiv
arxiv:cs.IT:2510.22671v2
cross_domain_amplification
f
y
urn:hailstone:ml_ai:structural_equation[cdbf0180acd1]
1
structural_equation
0
arxiv.cs.IT.2510.22671v2.eq_787
f(x,y)=0
arxiv_extracted
["f", "y", "x"]
arxiv
arxiv
arxiv:cs.IT:2510.22671v2
cross_domain_amplification
t
m
urn:hailstone:ml_ai:structural_equation[be73f0e279ad]
1
structural_equation
0
arxiv.cs.IT.2510.19095v1.eq_788
\textrm{G} = (\mathbb{Z}/2\mathbb{Z})^m
arxiv_extracted
["e", "t", "m", "r", "x"]
arxiv
arxiv
arxiv:cs.IT:2510.19095v1
cross_domain_amplification
r
m
urn:hailstone:ml_ai:structural_equation[d8d8764b4837]
1
structural_equation
0
arxiv.cs.IT.2510.18186v4.eq_789
Δ_{\rm sw}(ω)=p_{\mathrm{switch}}(ω)-p_{\mathrm{fixed}}^*
arxiv_extracted
["w", "m", "p", "r", "s"]
arxiv
arxiv
arxiv:cs.IT:2510.18186v4
cross_domain_amplification
r
t
urn:hailstone:ml_ai:structural_equation[ae53d1fc751c]
1
structural_equation
0
arxiv.cs.IT.2510.18186v4.eq_790
Δ_{\rm test}(ω)=p_{\mathrm{test}}(ω)-p_{\mathrm{fixed}}^*
arxiv_extracted
["e", "t", "m", "r", "s"]
arxiv
arxiv
arxiv:cs.IT:2510.18186v4
cross_domain_amplification
r
r
urn:hailstone:ml_ai:structural_equation[970161013f86]
1
structural_equation
0
arxiv.cs.IT.2510.18186v4.eq_791
Δ_{\rm int}(ω):=Δ_{\rm test}(ω)-Δ_{\rm sw}(ω)=p_{\rm test}(ω)-p_{\rm switch}(ω)
arxiv_extracted
["t", "m", "i", "r", "n"]
arxiv
arxiv
arxiv:cs.IT:2510.18186v4
cross_domain_amplification
y_i
g
urn:hailstone:ml_ai:structural_equation[f7d211570f18]
1
structural_equation
0
arxiv.cs.IT.2510.16965v1.eq_792
\{y_i=f_i(\langle\mathbf{a}_i,\mathbf{x}\rangle)\}_{i=1}^m
arxiv_extracted
["g", "a", "y_i", "f_i", "n", "l"]
arxiv
arxiv
arxiv:cs.IT:2510.16965v1
cross_domain_amplification
m
m
urn:hailstone:ml_ai:structural_equation[90d6155bcc55]
1
structural_equation
0
arxiv.cs.IT.2510.14029v2.eq_793
\mathrm{R}^{[\mathbf{m} _{r},\mathbf{n}_{r}]}=\mathcal{R}^{[m_{r},n_{r}]}[\mathsf{G}^{[n_{g}]}]
arxiv_extracted
["a", "t", "m", "h", "r"]
arxiv
arxiv
arxiv:cs.IT:2510.14029v2
cross_domain_amplification
S
d
urn:hailstone:ml_ai:structural_equation[30d5f1adaa65]
1
structural_equation
0
arxiv.cs.IT.2510.12112v1.eq_794
ST^2 = \tildeΩ(N)
arxiv_extracted
["t", "d", "S", "i", "T", "l"]
arxiv
arxiv
arxiv:cs.IT:2510.12112v1
cross_domain_amplification
S
N
urn:hailstone:ml_ai:structural_equation[a3ea161d7b60]
1
structural_equation
0
arxiv.cs.IT.2510.12112v1.eq_795
ST + T^2 = Ω(N)
arxiv_extracted
["N", "T", "S"]
arxiv
arxiv
arxiv:cs.IT:2510.12112v1
cross_domain_amplification
i
g
urn:hailstone:ml_ai:structural_equation[d84e9b7c17fe]
1
structural_equation
0
arxiv.cs.IT.2510.10300v3.eq_796
, i.e., \[ Δ= K\big(O_{W,\varnothing}\big) - K\big(O_{W,R}\big) > 0. \] We then prove that the larger
arxiv_extracted
["e", "g", "i", "b", "K"]
arxiv
arxiv
arxiv:cs.IT:2510.10300v3
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[6310201747f5]
1
structural_equation
0
arxiv.cs.IT.2510.09057v1.eq_797
\mathcal{R}:=\mathbb{F}_2[x,y]/\langle x^2, y^2, xy-yx\rangle
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2510.09057v1
cross_domain_amplification
t
f
urn:hailstone:ml_ai:structural_equation[8a43d2261bf8]
1
structural_equation
0
arxiv.cs.IT.2510.06622v1.eq_798
\tilde{f}(t) = \exp(\frac{α-1}αt)
arxiv_extracted
["e", "f", "t", "i", "d", "l"]
arxiv
arxiv
arxiv:cs.IT:2510.06622v1
cross_domain_amplification
T
t
urn:hailstone:ml_ai:structural_equation[447b2263c11d]
1
structural_equation
0
arxiv.cs.IT.2510.06082v2.eq_799
Tor_i(\mathscr{D}_e)=\mathcal{C}^{(i)}
arxiv_extracted
["a", "t", "m", "o", "r_i", "T"]
arxiv
arxiv
arxiv:cs.IT:2510.06082v2
cross_domain_amplification
d
t
urn:hailstone:ml_ai:structural_equation[a7230d13c228]
1
structural_equation
0
arxiv.cs.IT.2510.06069v2.eq_800
\dim \mathcal{D}^{(i)}=λ_1+λ_2+\cdots+λ_i
arxiv_extracted
["a", "t", "m", "i", "d"]
arxiv
arxiv
arxiv:cs.IT:2510.06069v2
cross_domain_amplification
T
t
urn:hailstone:ml_ai:structural_equation[793e3500ec7a]
1
structural_equation
0
arxiv.cs.IT.2510.06069v2.eq_801
Tor_i(\mathcal{C}_e)=\mathcal{D}^{(i)}
arxiv_extracted
["a", "t", "m", "o", "r_i", "T"]
arxiv
arxiv
arxiv:cs.IT:2510.06069v2
cross_domain_amplification
s
x_i
urn:hailstone:ml_ai:structural_equation[060357a69f64]
1
structural_equation
0
arxiv.cs.IT.2510.04095v1.eq_802
\sum_{i=1}^n φ_j(x_i) \le n Γ_j
arxiv_extracted
["m_{i", "j", "x_i", "u", "s", "n"]
arxiv
arxiv
arxiv:cs.IT:2510.04095v1
cross_domain_amplification
s
j
urn:hailstone:ml_ai:structural_equation[68235d9e9c69]
1
structural_equation
0
arxiv.cs.IT.2510.04095v1.eq_803
\sum_{i=m}^n φ_j(x_i, x_{i-1}, \ldots, x_{i-m+1}) \le n Γ_j
arxiv_extracted
["m_{i", "m", "j", "u", "s", "n"]
arxiv
arxiv
arxiv:cs.IT:2510.04095v1
cross_domain_amplification
m
f
urn:hailstone:ml_ai:structural_equation[bf3e98f6fb54]
1
structural_equation
0
arxiv.cs.IT.2509.24699v1.eq_804
\mathbf{y}=|\mathcal{A}(\mathbf{X}_0)|+\boldsymbolη
arxiv_extracted
["f", "a", "t", "m", "h", "b"]
arxiv
arxiv
arxiv:cs.IT:2509.24699v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[8ff08090ae09]
1
structural_equation
0
arxiv.cs.IT.2509.23090v1.eq_805
\mathcal{G} = \mathbb{Z}_2^m
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2509.23090v1
cross_domain_amplification
y_i
r
urn:hailstone:ml_ai:structural_equation[330be8aba045]
1
structural_equation
0
arxiv.cs.IT.2509.20880v1.eq_806
y_i=x_{i+mk} \prod_{\substack{j=1,\,\, m \nmid j}}^{mk-1} \left(x_{i+j}+1\right), \,\,{\rm for }\,\, i\in \{0,1,\ldots,n-1\}
arxiv_extracted
["y_i", "m", "x_{i", "p", "r", "k"]
arxiv
arxiv
arxiv:cs.IT:2509.20880v1
cross_domain_amplification
s
t
urn:hailstone:ml_ai:structural_equation[aac8b42ae233]
1
structural_equation
0
arxiv.cs.IT.2509.17778v1.eq_807
μ(γ) = Θ(1/\sqrtγ)
arxiv_extracted
["s", "t", "q", "r"]
arxiv
arxiv
arxiv:cs.IT:2509.17778v1
cross_domain_amplification
s
t
urn:hailstone:ml_ai:structural_equation[78aa904bb73b]
1
structural_equation
0
arxiv.cs.IT.2509.15348v1.eq_808
{\sf M}:=(\mathcal{E},r)
arxiv_extracted
["f", "a", "t", "M", "m", "s"]
arxiv
arxiv
arxiv:cs.IT:2509.15348v1
cross_domain_amplification
P
f
urn:hailstone:ml_ai:structural_equation[7a181662df0c]
1
structural_equation
0
arxiv.cs.IT.2509.14305v1.eq_809
\Pr[M=χ] \le \frac{1}{2} + s(N)\exp(-α_d m^{c/d})
arxiv_extracted
["e", "f", "M", "P", "r", "l"]
arxiv
arxiv
arxiv:cs.IT:2509.14305v1
cross_domain_amplification
h
f
urn:hailstone:ml_ai:structural_equation[7651dcea4674]
1
structural_equation
0
arxiv.cs.IT.2509.14021v2.eq_810
h(X+Y) = \infty
arxiv_extracted
["f", "h", "i", "X", "Y", "n"]
arxiv
arxiv
arxiv:cs.IT:2509.14021v2
cross_domain_amplification
b
y
urn:hailstone:ml_ai:structural_equation[bb6d6ffbf4df]
1
structural_equation
0
arxiv.cs.IT.2509.08526v1.eq_811
\boldsymbol{a}=(a_{0},a_{1},\cdots,a_{n-k-1})\in\mathbb{F}_{q}^{n-k}
arxiv_extracted
["y", "o", "s", "b", "d", "l"]
arxiv
arxiv
arxiv:cs.IT:2509.08526v1
cross_domain_amplification
n
I
urn:hailstone:ml_ai:structural_equation[a2ce1af611b4]
1
structural_equation
0
arxiv.cs.IT.2509.01809v1.eq_812
n_{\text{INF}}^{\text{SP}} = Θ\left(s\log\left(p/s\right)/\log\left(ds/p\right)\right)
arxiv_extracted
["e", "x", "t", "n", "I"]
arxiv
arxiv
arxiv:cs.IT:2509.01809v1
cross_domain_amplification
n
S
urn:hailstone:ml_ai:structural_equation[cf49e2247f9d]
1
structural_equation
0
arxiv.cs.IT.2509.01809v1.eq_813
n^{\text{Sp-ified}}_{\text{INF}} = Θ\left(p / ψ^2\right)
arxiv_extracted
["e", "t", "S", "n", "x"]
arxiv
arxiv
arxiv:cs.IT:2509.01809v1
cross_domain_amplification
o
f
urn:hailstone:ml_ai:structural_equation[a5f84faab002]
1
structural_equation
0
arxiv.cs.IT.2508.18503v3.eq_814
of the form \[ {\boldsymbol y}_l = A_l X_o {\boldsymbol w}_l + {\boldsymbol z}_l, \quad l = 1, \ldots, L, \] where
arxiv_extracted
["f", "e", "t", "h", "o"]
arxiv
arxiv
arxiv:cs.IT:2508.18503v3
cross_domain_amplification
n
a
urn:hailstone:ml_ai:structural_equation[7454703c3a05]
1
structural_equation
0
arxiv.cs.IT.2508.14386v1.eq_815
ρ(n,q,\tfrac{2(q-1)^{t-1}}{q^{t-1}(t-1)!}n^{t-1}+O(n^{t-2});\mathcal{D}_t)=O(1)
arxiv_extracted
["f", "q", "a", "t", "r", "n"]
arxiv
arxiv
arxiv:cs.IT:2508.14386v1
cross_domain_amplification
n
a
urn:hailstone:ml_ai:structural_equation[47ef66d96ae9]
1
structural_equation
0
arxiv.cs.IT.2508.14386v1.eq_816
ρ(n,q,\tfrac{(q-1)^{t-1}}{(t-1)!}n^{t-1}+O(n^{t-2});\mathcal{I}_t)=\log\log n + O(1)
arxiv_extracted
["f", "q", "a", "t", "r", "n"]
arxiv
arxiv
arxiv:cs.IT:2508.14386v1
cross_domain_amplification
m
c
urn:hailstone:ml_ai:structural_equation[f39ce5be2513]
1
structural_equation
0
arxiv.cs.IT.2508.07461v1.eq_817
\mathscr{S} = S[G]
arxiv_extracted
["a", "t", "m", "h", "s", "c"]
arxiv
arxiv
arxiv:cs.IT:2508.07461v1
cross_domain_amplification
m
c
urn:hailstone:ml_ai:structural_equation[ab16aab12ec0]
1
structural_equation
0
arxiv.cs.IT.2508.07461v1.eq_818
\mathscr{R} = R[G]
arxiv_extracted
["a", "t", "m", "h", "s", "c"]
arxiv
arxiv
arxiv:cs.IT:2508.07461v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[cb5afcd0d7a8]
1
structural_equation
0
arxiv.cs.IT.2508.07461v1.eq_819
\mathcal{C} + \mathcal{D} = \mathscr{S}
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2508.07461v1
cross_domain_amplification
m
a
urn:hailstone:ml_ai:structural_equation[d6b766c25d2b]
1
structural_equation
0
arxiv.cs.IT.2508.07461v1.eq_820
\mathcal{C} \cap \mathcal{D} = \{0\}
arxiv_extracted
["a", "t", "m", "h", "c"]
arxiv
arxiv
arxiv:cs.IT:2508.07461v1
cross_domain_amplification