Samplinglib
Lean gate passed 2026-08-19T06:04:36.257124+00:00 · 77184245109a
production module

AutoSamplingTheory.Literature

5 named declarations scanned from AutoSamplingTheory/Literature.lean.

Imports
Imported by
Placeholder scan
0 declaration(s) flagged
Gate status
Compiled

Declarations

inductive AutoSamplingTheory.ImplementationStatus Compiled Not mapped

No declaration docstring.

inductive ImplementationStatus where
  | planned
  | indexed
  | skeleton
  | statementsPorted
  | formalized
deriving Repr, DecidableEq
inductive AutoSamplingTheory.PaperMode Compiled Not mapped

No declaration docstring.

inductive PaperMode where
  | faithfulPaper
  | exploratoryProof
  | externalReference
deriving Repr, DecidableEq
structure AutoSamplingTheory.PaperEntry Compiled Not mapped

No declaration docstring.

structure PaperEntry where
  key : String
  title : String
  authors : String
  year : Nat
  mode : PaperMode
  status : ImplementationStatus
  targetFile : String
  urlOrPath : String
  note : String
deriving Repr, DecidableEq
def AutoSamplingTheory.literature Compiled Not mapped

No declaration docstring.

def literature : List PaperEntry :=
  [
    {
      key := "sald-original-va-sald"
      title := "Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation"
      authors := "Atsushi Nitanda, Dake Bu, Yueming Lyu, Tanya Veeravalli"
      year := 2026
      mode := PaperMode.faithfulPaper
      status := ImplementationStatus.skeleton
      targetFile := "AutoSamplingTheory/SALD.lean"
      urlOrPath := "/home/nitanda_sub/mark/repos/sald/paper"
      note := "First faithful target. Excludes sald_version_2.tex."
    },
    {
      key := "rmfld-current-paper"
      title := "RMFLD current exploratory paper"
      authors := "local RMFLD collaborators"
      year := 2026
      mode := PaperMode.exploratoryProof
      status := ImplementationStatus.planned
      targetFile := "AutoSamplingTheory/RMFLD.lean"
      urlOrPath := "/home/nitanda_sub/mark/repos/RMFLD/RMFLD_paper"
      note := "Exploratory mode: validate evolving proof routes without silently weakening targets."
    },
    {
      key := "yuanhe-zhang-lee-liu-2026-slt"
      title := "Statistical Learning Theory in Lean 4: Empirical Processes from Scratch"
      authors := "Yuanhe Zhang, Jason D. Lee, Fanghui Liu"
      year := 2026
      mode := PaperMode.externalReference
      status := ImplementationStatus.planned
      targetFile := "research-wiki/cited-results/SLT_reuse_audit.md"
      urlOrPath := "https://github.com/YuanheZ/lean-stat-learning-theory"
      note := "Mathlib-based SLT formalization to port/adapt; upstream toolchain is Lean 4.27.0-rc1."
    },
    {
      key := "yuanhe-zhang-etal-2026-leanmarathon"
      title := "LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformalization"
      authors := "Yuanhe Zhang, Yuekai Sun, Taiji Suzuki, Jason D. Lee, Fanghui Liu"
      year := 2026
      mode := PaperMode.externalReference
      status := ImplementationStatus.planned
      targetFile := "docs/leanmarathon_reference_notes.md"
      urlOrPath := "https://github.com/YuanheZ/LeanMarathon"
-- Source excerpt truncated; follow the exact source link.

Excerpt truncated; the exact source link is authoritative.

def AutoSamplingTheory.literatureCount Compiled Not mapped

No declaration docstring.

def literatureCount : Nat := literature.length

end AutoSamplingTheory