Pith Number

pith:VHLBLFQX

pith:2020:VHLBLFQX2N2LP7K7LJRW6LMQ36

not attested not anchored not stored refs pending

Improved generalization by noise enhancement

Masahito Ueda, Takashi Mori

arxiv:2009.13094 v1 · 2020-09-28 · cs.LG · cond-mat.dis-nn · 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{VHLBLFQX2N2LP7K7LJRW6LMQ36}

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.

Cited by

1 paper in Pith

Accurate Large-sample Uncertainty Quantification using Stochastic Gradient Markov Chain Monte Carlo

Receipt and verification

First computed	2026-07-05T01:38:26.525631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9d6159617d374b7fd5f5a636f2d90df9d4b57edca5417277b24bcfe004837f9

Aliases

arxiv: 2009.13094 · arxiv_version: 2009.13094v1 · doi: 10.48550/arxiv.2009.13094 · pith_short_12: VHLBLFQX2N2L · pith_short_16: VHLBLFQX2N2LP7K7 · pith_short_8: VHLBLFQX

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/VHLBLFQX2N2LP7K7LJRW6LMQ36 \
  | 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: a9d6159617d374b7fd5f5a636f2d90df9d4b57edca5417277b24bcfe004837f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1357af6318d11d4f7fb90f99f87ed79be5f6aa44df365ccf2d8ebd76d73368b1",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-28T06:29:23Z",
    "title_canon_sha256": "2a758c054fd7be19b861fdf93da13ed1cb72eab648c3999ad002598af10cf956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.13094",
    "kind": "arxiv",
    "version": 1
  }
}