Pith Number

pith:GYJKHHC6

pith:2016:GYJKHHC6AUNCPV7EKCK77QLD3P

not attested not anchored not stored refs pending

Generalization Error of Invariant Classifiers

Guillermo Sapiro, Jure Sokolic, Miguel R. D. Rodrigues, Raja Giryes

arxiv:1610.04574 v3 · 2016-10-14 · stat.ML · cs.AI · cs.CV · 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{GYJKHHC6AUNCPV7EKCK77QLD3P}

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	2026-05-18T00:41:07.815207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3612a39c5e051a27d7e45095ffc163dbd5072f3f691ace4f485d5c817aba4b75

Aliases

arxiv: 1610.04574 · arxiv_version: 1610.04574v3 · doi: 10.48550/arxiv.1610.04574 · pith_short_12: GYJKHHC6AUNC · pith_short_16: GYJKHHC6AUNCPV7E · pith_short_8: GYJKHHC6

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/GYJKHHC6AUNCPV7EKCK77QLD3P \
  | 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: 3612a39c5e051a27d7e45095ffc163dbd5072f3f691ace4f485d5c817aba4b75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c4fc76c207d5e5ead4b3f308db2091d79b9056461509487e78ab713c8f554df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-10-14T18:40:52Z",
    "title_canon_sha256": "94c0b89066ce8793ea17f8e961c8a239876b1e1588bae99cc618da06e1dda269"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.04574",
    "kind": "arxiv",
    "version": 3
  }
}