Pith Number

pith:6TQE6SD7

pith:2024:6TQE6SD7UBJO2YAKEJXTCTK64N

not attested not anchored not stored refs pending

Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems

Alessandro Rudi, Axel Parmentier, Pierre-Cyril Aubin-Frankowski, Yohann De Castro

arxiv:2407.17200 v3 · 2024-07-24 · stat.ML · cs.LG · math.OC · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6TQE6SD7UBJO2YAKEJXTCTK64N}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-20T01:04:49.749360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4e04f487fa052ed600a226f314d5ee36d2d2b33ace31e9e789102d5205e56c6

Aliases

arxiv: 2407.17200 · arxiv_version: 2407.17200v3 · doi: 10.48550/arxiv.2407.17200 · pith_short_12: 6TQE6SD7UBJO · pith_short_16: 6TQE6SD7UBJO2YAK · pith_short_8: 6TQE6SD7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6TQE6SD7UBJO2YAKEJXTCTK64N \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f4e04f487fa052ed600a226f314d5ee36d2d2b33ace31e9e789102d5205e56c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07f07ea7b94529e4610227e22f2ad49cbb5c0edb79190d8903d805bc8062db3a",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-24T12:00:30Z",
    "title_canon_sha256": "7959503300211da185e49998de1e016b4f7b55dc427604ade30b123f7531ccc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.17200",
    "kind": "arxiv",
    "version": 3
  }
}