Pith Number

pith:HKHVYPDE

pith:2012:HKHVYPDEFO4YE5S2LD3QOGJZJJ

not attested not anchored not stored refs pending

Cross-conformal predictors

Vladimir Vovk

arxiv:1208.0806 v1 · 2012-08-03 · 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{HKHVYPDEFO4YE5S2LD3QOGJZJJ}

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.

Cited by

1 paper in Pith

Test-time augmentation improves efficiency in conformal prediction

Receipt and verification

First computed	2026-05-18T03:49:22.760024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a8f5c3c642bb982765a58f70719394a6e97a432db7581c0407015a4f9e2c6cf

Aliases

arxiv: 1208.0806 · arxiv_version: 1208.0806v1 · doi: 10.48550/arxiv.1208.0806 · pith_short_12: HKHVYPDEFO4Y · pith_short_16: HKHVYPDEFO4YE5S2 · pith_short_8: HKHVYPDE

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/HKHVYPDEFO4YE5S2LD3QOGJZJJ \
  | 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: 3a8f5c3c642bb982765a58f70719394a6e97a432db7581c0407015a4f9e2c6cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7583ce04a5dfab187466e611514b5e9d023ec7dc8bd26d23f2df1c2abad220da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-08-03T18:01:52Z",
    "title_canon_sha256": "05728e55ee3e489887a9d18de2c85e371384e420204bb7a906f21bf0a32c03c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1208.0806",
    "kind": "arxiv",
    "version": 1
  }
}