Pith Number

pith:QYFS76GM

pith:2018:QYFS76GMDZSM3D6URDXHSPJC3X

not attested not anchored not stored refs pending

Deep Models of Interactions Across Sets

Devon R Graham, Jason Hartford, Kevin Leyton-Brown, Siamak Ravanbakhsh

arxiv:1803.02879 v2 · 2018-03-07 · 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{QYFS76GMDZSM3D6URDXHSPJC3X}

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

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations

Receipt and verification

First computed	2026-05-18T00:13:44.663437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

860b2ff8cc1e64cd8fd488ee793d22dddbf630f47711c1207bae2faf70b898a3

Aliases

arxiv: 1803.02879 · arxiv_version: 1803.02879v2 · doi: 10.48550/arxiv.1803.02879 · pith_short_12: QYFS76GMDZSM · pith_short_16: QYFS76GMDZSM3D6U · pith_short_8: QYFS76GM

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/QYFS76GMDZSM3D6URDXHSPJC3X \
  | 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: 860b2ff8cc1e64cd8fd488ee793d22dddbf630f47711c1207bae2faf70b898a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cd03a38c7c5e96ce08db161f3c0c56b1f1bb751a5ebf2c8578c716ce6b1b93c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-03-07T21:18:25Z",
    "title_canon_sha256": "221850d3f75e4f9451cf93e8d7fb711c2ae00a34d32dad41db30a900a1389db6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.02879",
    "kind": "arxiv",
    "version": 2
  }
}