Pith Number

pith:HMVDZ2ZH

pith:2019:HMVDZ2ZHNXTOBPDB7BLKZLNSQF

not attested not anchored not stored refs pending

Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel

Elliot Meyerson, Risto Miikkulainen, Xin Qiu

arxiv:1906.00588 v5 · 2019-06-03 · 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{HMVDZ2ZHNXTOBPDB7BLKZLNSQF}

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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.

Cited by

1 paper in Pith

Semantic-Aware Gaussian Process Calibration with Structured Layerwise Kernels for Deep Neural Networks

Receipt and verification

First computed	2026-07-05T01:07:49.548558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b2a3ceb276de6e0bc61f856acadb2816c7903459bd71d7e55e15380caf9a47c

Aliases

arxiv: 1906.00588 · arxiv_version: 1906.00588v5 · doi: 10.48550/arxiv.1906.00588 · pith_short_12: HMVDZ2ZHNXTO · pith_short_16: HMVDZ2ZHNXTOBPDB · pith_short_8: HMVDZ2ZH

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/HMVDZ2ZHNXTOBPDB7BLKZLNSQF \
  | 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: 3b2a3ceb276de6e0bc61f856acadb2816c7903459bd71d7e55e15380caf9a47c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a57037a081fbadb2c1adf9e2f701786234bd6304048bd5c89eed458893cd3fee",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-03T06:08:57Z",
    "title_canon_sha256": "4c1a30f9674ebaa9b67a9c200dbe328a5dd4e0caccf429cf78c18db83ec12ef5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00588",
    "kind": "arxiv",
    "version": 5
  }
}