Pith Number

pith:4VDKQI77

pith:2018:4VDKQI77Y6L57B2M2ZBPLYR36Y

not attested not anchored not stored refs pending

End-to-End Learning for the Deep Multivariate Probit Model

Carla P. Gomes, Di Chen, Yexiang Xue

arxiv:1803.08591 v4 · 2018-03-22 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4VDKQI77Y6L57B2M2ZBPLYR36Y}

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	2026-05-18T00:10:51.885944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e546a823ffc797df874cd642f5e23bf634842a2549f54020bb8417f3ab35eb51

Aliases

arxiv: 1803.08591 · arxiv_version: 1803.08591v4 · doi: 10.48550/arxiv.1803.08591 · pith_short_12: 4VDKQI77Y6L5 · pith_short_16: 4VDKQI77Y6L57B2M · pith_short_8: 4VDKQI77

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/4VDKQI77Y6L57B2M2ZBPLYR36Y \
  | 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: e546a823ffc797df874cd642f5e23bf634842a2549f54020bb8417f3ab35eb51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b93b613233e24612551ee1b0c614d84ba0a15fd1a613dc6c7e1d7c4e0f9a25ed",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-22T21:35:39Z",
    "title_canon_sha256": "d07dacfa58f85216424e9520578d99073df5e745bc0b7653732fa233baefd75f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.08591",
    "kind": "arxiv",
    "version": 4
  }
}