Pith Number

pith:RSYAEHQU

pith:2018:RSYAEHQUY5NEDNXJMJBICPZPZP

not attested not anchored not stored refs pending

Diversity regularization in deep ensembles

Azadeh Sadat Mozafari, Changjian Shui, Christian Gagn\'e, Ihsen Hedhli, Jonathan Marek

arxiv:1802.07881 v1 · 2018-02-22 · 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{RSYAEHQUY5NEDNXJMJBICPZPZP}

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	2026-05-18T00:22:48.691707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cb0021e14c75a41b6e96242813f2fcbd68cbcb9678011fb3988424cfbde25ff

Aliases

arxiv: 1802.07881 · arxiv_version: 1802.07881v1 · doi: 10.48550/arxiv.1802.07881 · pith_short_12: RSYAEHQUY5NE · pith_short_16: RSYAEHQUY5NEDNXJ · pith_short_8: RSYAEHQU

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/RSYAEHQUY5NEDNXJMJBICPZPZP \
  | 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: 8cb0021e14c75a41b6e96242813f2fcbd68cbcb9678011fb3988424cfbde25ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73e62ecfdf4edf6fbb0f3eb50f70a88297e54e4332075f226bce81960842915a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-22T13:24:09Z",
    "title_canon_sha256": "9372d09e102f3c360a5017e8a1759f84370257e3c0fdfadc7f746606af86e34e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.07881",
    "kind": "arxiv",
    "version": 1
  }
}