Pith Number

pith:KUECZ4VN

pith:2020:KUECZ4VN4XUJIF2KGZ7RDH46KN

not attested not anchored not stored refs pending

SUOD: Accelerating Large-Scale Unsupervised Heterogeneous Outlier Detection

Cao Xiao, Changlin Wan, Cheng cheng, Cong Wang, Haoping Bai, Jianing Yang, Jimeng Sun, Leman Akoglu, Wen Wang, Xiyang Hu, Yue Zhao, Yunlong Wang, Zheng Li, Zhi Qiao

arxiv:2003.05731 v4 · 2020-03-11 · cs.LG · cs.DC · cs.IR · 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{KUECZ4VN4XUJIF2KGZ7RDH46KN}

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	2026-07-05T02:20:27.897967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55082cf2ade5e894174a367f119f9e5345fd3d443eefc23bc109b37e56caa451

Aliases

arxiv: 2003.05731 · arxiv_version: 2003.05731v4 · doi: 10.48550/arxiv.2003.05731 · pith_short_12: KUECZ4VN4XUJ · pith_short_16: KUECZ4VN4XUJIF2K · pith_short_8: KUECZ4VN

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/KUECZ4VN4XUJIF2KGZ7RDH46KN \
  | 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: 55082cf2ade5e894174a367f119f9e5345fd3d443eefc23bc109b37e56caa451

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14f3576aff06c9c7e43db8aa3b66e09c094dba39f88de1657e840f95fd65b70d",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.IR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-11T00:22:50Z",
    "title_canon_sha256": "0281479cda3d37422c8469a046c0f3eaea596b6d1f9b685864a8830c3e47952d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.05731",
    "kind": "arxiv",
    "version": 4
  }
}