Pith Number

pith:ISO3WKKK

pith:2020:ISO3WKKK34CWABVE4GGO3WSFOC

not attested not anchored not stored refs pending

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference

Guoqiang Zhang, Jing-Hao Xue, Jiyang Xie, Jun Guo, Zhanyu Ma

arxiv:2011.08595 v1 · 2020-11-17 · 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{ISO3WKKK34CWABVE4GGO3WSFOC}

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	2026-07-05T03:34:20.729682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

449dbb294adf056006a4e18cedda4570b9f8d4ac0028473b195cdd5d296b95f7

Aliases

arxiv: 2011.08595 · arxiv_version: 2011.08595v1 · doi: 10.48550/arxiv.2011.08595 · pith_short_12: ISO3WKKK34CW · pith_short_16: ISO3WKKK34CWABVE · pith_short_8: ISO3WKKK

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/ISO3WKKK34CWABVE4GGO3WSFOC \
  | 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: 449dbb294adf056006a4e18cedda4570b9f8d4ac0028473b195cdd5d296b95f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0de0b311b45c346042e21bd34e5dd04bd413726232ada510d3cdfa32694b61b3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-17T12:35:02Z",
    "title_canon_sha256": "caef4f3e0da29f535dc46c4ba39c4f82798bb6f7b55b87d5335c3daee44ebca3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.08595",
    "kind": "arxiv",
    "version": 1
  }
}