Pith Number

pith:N3WP5SS7

pith:2019:N3WP5SS7T7H4TMVB3HEOSJM3OE

not attested not anchored not stored refs pending

Optimal Uncertainty-guided Neural Network Training

Abbas Khosravi, Abdollah Kavousi-Fard, Dipti Srinivasan, H M Dipu Kabir, Saeid Nahavandi

arxiv:1912.12761 v1 · 2019-12-30 · 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{N3WP5SS7T7H4TMVB3HEOSJM3OE}

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	2026-07-05T08:43:19.851845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6eecfeca5f9fcfc9b2a1d9c8e9259b7132f2e1a015b05ae75d6b4f313c038041

Aliases

arxiv: 1912.12761 · arxiv_version: 1912.12761v1 · doi: 10.48550/arxiv.1912.12761 · pith_short_12: N3WP5SS7T7H4 · pith_short_16: N3WP5SS7T7H4TMVB · pith_short_8: N3WP5SS7

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/N3WP5SS7T7H4TMVB3HEOSJM3OE \
  | 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: 6eecfeca5f9fcfc9b2a1d9c8e9259b7132f2e1a015b05ae75d6b4f313c038041

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dfc5677b4b3a962542799e5f38aa6a0297d0d4b54a5aa6a00801b7b2978e241",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-30T00:03:28Z",
    "title_canon_sha256": "eee863f346e9f342e0c3de64497b2478531d9def751f7adcd8049af530dc14ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.12761",
    "kind": "arxiv",
    "version": 1
  }
}