Pith Number

pith:WWP2EM5X

pith:2020:WWP2EM5XI3EH2ETENKZTCORZYT

not attested not anchored not stored refs pending

Graph Mixture Density Networks

Alessio Micheli, Davide Bacciu, Federico Errica

arxiv:2012.03085 v3 · 2020-12-05 · cs.LG · cs.AI · 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{WWP2EM5XI3EH2ETENKZTCORZYT}

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

Learnable Kernel Density Estimation for Graphs and Its Application to Graph-Level Anomaly Detection

Receipt and verification

First computed	2026-07-05T02:52:14.324842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b59fa233b746c87d12646ab3313a39c4cc259fb42c8225ac9ad51fe528c90038

Aliases

arxiv: 2012.03085 · arxiv_version: 2012.03085v3 · doi: 10.48550/arxiv.2012.03085 · pith_short_12: WWP2EM5XI3EH · pith_short_16: WWP2EM5XI3EH2ETE · pith_short_8: WWP2EM5X

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/WWP2EM5XI3EH2ETENKZTCORZYT \
  | 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: b59fa233b746c87d12646ab3313a39c4cc259fb42c8225ac9ad51fe528c90038

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc291e8aa6f1d80f800da7e33c498dabdd6e8aa0c80ef17f82f2fa50fbc5d6bc",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-05T17:39:38Z",
    "title_canon_sha256": "06249e0e248e43434a68eea610b57a4e981aef1c6fc76c87d9f8a5fccad9e686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.03085",
    "kind": "arxiv",
    "version": 3
  }
}