Pith Number

pith:K4FNHWG7

pith:2018:K4FNHWG7RUIK3M4IBQPOYZZNV7

not attested not anchored not stored refs pending

Towards Principled Uncertainty Estimation for Deep Neural Networks

Ethan M. Rudd, Richard Harang

arxiv:1810.12278 v2 · 2018-10-29 · 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{K4FNHWG7RUIK3M4IBQPOYZZNV7}

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	2026-05-17T23:51:14.088039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

570ad3d8df8d10adb3880c1eec672dafef2e5afbb74900355e1b4429adb2f828

Aliases

arxiv: 1810.12278 · arxiv_version: 1810.12278v2 · doi: 10.48550/arxiv.1810.12278 · pith_short_12: K4FNHWG7RUIK · pith_short_16: K4FNHWG7RUIK3M4I · pith_short_8: K4FNHWG7

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/K4FNHWG7RUIK3M4IBQPOYZZNV7 \
  | 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: 570ad3d8df8d10adb3880c1eec672dafef2e5afbb74900355e1b4429adb2f828

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "927c8e6881fc76a22f2928f80ca0de54a974869b753d48309db2520c67fd8511",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-29T17:46:55Z",
    "title_canon_sha256": "321f51aa0598df8d3653419515d0c4ccc9e267e98d3d0bd86d19d5377a0766fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.12278",
    "kind": "arxiv",
    "version": 2
  }
}