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Project-declaredLean 4.31.0 · mathlib@fabf563a7c95

Prob eval zero le div

prob_eval_zero_le_div

Plain-language statement

Probability of a nonzero polynomial evaluating to zero over a uniform product distribution is at most d / m, where d bounds the total degree and m bounds below the cardinality of each factor. This bridges schwartz_zippel_counting with the probability formulation.

Exact Lean statement

lemma prob_eval_zero_le_div
  {F : Type} [Field F]
  {s : ℕ}
  {S : Fin s → Set F} [∀ i, Fintype ↥(S i)] [∀ i, Nonempty ↥(S i)]
  (f : MvPolynomial (Fin s) F) (hf : f ≠ 0)
  (d m : ℕ) (hd : f.totalDegree ≤ d) (hm_pos : 0 < m)
  (hm : ∀ i, m ≤ (S i).toFinset.card) :
  Pr_{let x ←$ᵖ (∀ i, ↥(S i))}[MvPolynomial.eval (fun i => (↑(x i) : F)) f = 0] ≤ (d : ℝ≥0∞) / m

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
lemma prob_eval_zero_le_div  {F : Type} [Field F]  {s : }  {S : Fin s  Set F} [ i, Fintype ↥(S i)] [ i, Nonempty ↥(S i)]  (f : MvPolynomial (Fin s) F) (hf : f  0)  (d m : ) (hd : f.totalDegree  d) (hm_pos : 0 < m)  (hm :  i, m  (S i).toFinset.card) :  Pr_{let x $ᵖ ( i, ↥(S i))}[MvPolynomial.eval (fun i => (↑(x i) : F)) f = 0]  (d : 0∞) / m :=  by  classical  convert ENNReal.div_le_div_of_mul_le hm_pos _ _ using 1  · convert uniform_prob_eq_card_div _    · infer_instance  · exact Fintype.card_pos_iff.mpr fun _ => Classical.arbitrary _  · convert schwartz_zippel_counting f hf ( fun i => ( S i ).toFinset ) d m hd hm_pos hm using 1    · convert congr_arg₂ (· * ·) (card_filter_eval_subtype_eq_piFinset S f) rfl    · rw [Fintype.card_pi]      aesop
Project
ArkLib
License
Apache-2.0
Commit
fad5cbf80877
Source
ArkLib/Data/MvPolynomial/SchwartzZippelCounting.lean:126-143

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Project documentation

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Project-declaredLean 4.31.0

Gadget Decompose coeff

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Plain-language statement

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Person-level attribution pending.

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Project-declaredLean 4.31.0

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ArkLib.Lattices.Ajtai.gadgetDecompose_lawful

Plain-language statement

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Person-level attribution pending.

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