Issues

• fix(review): recognize enc_structure names in the PR-description advisory

  cslib-community/cslib-frontier#5027 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
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• doc(build): diagnose whole-library imports hitting vm.max_map_count

  cslib-community/cslib-frontier#5012 · Filter by author chris-ai1 opened on Nov 13, 2026

• feat(Quantum): native uniform oracle circuits with explicit inputs and resource bounds

  cslib-community/cslib-frontier#5009 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

  

• feat(query): expected-cost Yao minimax (Arora–Barak 11.17)

  cslib-community/cslib-frontier#5005 · Filter by author chris-ai1 opened on Nov 13, 2026

• fix(tooling): make cache-dashboard fixtures independent of umask

  cslib-community/cslib-frontier#5004 · Filter by author chris-ai1 opened on Nov 13, 2026
  1

• refactor(WordRAM/Realization): one judgment-parametric contract for Realizes.Spec and SpecBounded

  cslib-community/cslib-frontier#4997 · Filter by author SamuelSchlesinger opened on Nov 13, 2026

• refactor(Logic/PL): records for Occurrence, interpolation steps and affine equations

  cslib-community/cslib-frontier#4993 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

• feat(Quantum): coded circuits with coherent XOR-oracle calls

  cslib-community/cslib-frontier#4989 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

  

• Post-quantum security program: reusable quantum models and complete NIST scheme reductions

  cslib-community/cslib-frontier#4987 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  5

  

• feat(query): exact connectivity evasiveness (Arora–Barak 11.4)

  cslib-community/cslib-frontier#4984 · Filter by author chris-ai1 opened on Nov 13, 2026
  1

• perf(dev): profile cache staging and rotation tests; expose restore progress

  cslib-community/cslib-frontier#4972 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  5

  

• feat(communication): corrected spectral discrepancy bound

  cslib-community/cslib-frontier#4955 · Filter by author chris-ai1 opened on Nov 13, 2026
  1

  

• feat(communication): arbitrary monochromatic tiling bounds

  cslib-community/cslib-frontier#4946 · Filter by author chris-ai1 opened on Nov 13, 2026
  1

  

• feat(enc_structure): generate certificates for flattened parent projections

  cslib-community/cslib-frontier#4936 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

  

• refactor(Crypto/KEM): one lazy=eager random-oracle lemma for the Fujisaki–Okamoto chains (readability K4)

  cslib-community/cslib-frontier#4931 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

• refactor(Tactic): type polynomial-time efficiency goals and local-call metadata

  cslib-community/cslib-frontier#4928 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

  

• Cryptographic hardness of learning: pseudorandom functions rule out learners, and links to natural proofs and lower bounds

  cslib-community/cslib-frontier#4927 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  4

• Prove an exact native linear-time step counter (Goldreich Exercise 4.5)

  cslib-community/cslib-frontier#4921 · Filter by author chris-ai1 opened on Nov 13, 2026
  1

  

• plan(learning): statistical learning theory program — fundamental theorem, boosting, compression, SRM, PAC-Bayes, stability, SGD, linear predictors (Jetski coordinator 5f40c2da)

  cslib-community/cslib-frontier#4920 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  3

• Linear predictors: Rademacher complexity of bounded-norm classes, SVM margin bound and halfspace VC dimension

  cslib-community/cslib-frontier#4919 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  3

• Online-to-batch conversion: SGD excess-risk bound and mistake bounds to PAC learning

  cslib-community/cslib-frontier#4918 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  3

• PAC-Bayes: change of measure and McAllester's bound for countable hypothesis spaces

  cslib-community/cslib-frontier#4916 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

• Algorithmic stability: replace-one stability and regularized loss minimization

  cslib-community/cslib-frontier#4917 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  2

• Nonuniform learnability: structural risk minimization and the MDL bound

  cslib-community/cslib-frontier#4915 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  3

• Boosting: AdaBoost and its exp(-2γ²T) training-error bound

  cslib-community/cslib-frontier#4913 · Filter by author SamuelSchlesinger opened on Nov 13, 2026
  4