Pith Number

pith:FV3WHWRC

pith:2018:FV3WHWRCM3ITRBYTVWDSUIT7B2

not attested not anchored not stored refs pending

Generalized No Free Lunch Theorem for Adversarial Robustness

Elvis Dohmatob

arxiv:1810.04065 v8 · 2018-10-08 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FV3WHWRCM3ITRBYTVWDSUIT7B2}

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	2026-05-17T23:44:22.270826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d7763da2266d1388713ad872a227f0e93e3f1c83ae252a5d02e7272a790ba63

Aliases

arxiv: 1810.04065 · arxiv_version: 1810.04065v8 · doi: 10.48550/arxiv.1810.04065 · pith_short_12: FV3WHWRCM3IT · pith_short_16: FV3WHWRCM3ITRBYT · pith_short_8: FV3WHWRC

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/FV3WHWRCM3ITRBYTVWDSUIT7B2 \
  | 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: 2d7763da2266d1388713ad872a227f0e93e3f1c83ae252a5d02e7272a790ba63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f41b4002234045ff7dbf4d1a060a11c57a76a32debbfb4437995112d22cef6da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-10-08T10:13:48Z",
    "title_canon_sha256": "eb9d5a7cc3d672c4dd1e815cff5f4dcd94c7624e50b886c04452a070ca44bb50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.04065",
    "kind": "arxiv",
    "version": 8
  }
}