Pith Number

pith:TBVFCNUN

pith:2017:TBVFCNUNCSLJVXGJHLZX45KCGF

not attested not anchored not stored refs pending

Unifying the Stochastic Spectral Descent for Restricted Boltzmann Machines with Bernoulli or Gaussian Inputs

Kai Fan

arxiv:1703.09766 v1 · 2017-03-28 · 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{TBVFCNUNCSLJVXGJHLZX45KCGF}

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

Old Optimizer, New Norm: An Anthology

Receipt and verification

First computed	2026-05-18T00:46:55.018118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

986a51368d14969adcc93af37e75423162fb2d206f57d5690b7fc8147c155ee9

Aliases

arxiv: 1703.09766 · arxiv_version: 1703.09766v1 · doi: 10.48550/arxiv.1703.09766 · pith_short_12: TBVFCNUNCSLJ · pith_short_16: TBVFCNUNCSLJVXGJ · pith_short_8: TBVFCNUN

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/TBVFCNUNCSLJVXGJHLZX45KCGF \
  | 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: 986a51368d14969adcc93af37e75423162fb2d206f57d5690b7fc8147c155ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34312d0a297f7f012383f436a2212b46a2d7fac1666a9627b85e7dbe19e21dc7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-03-28T19:42:16Z",
    "title_canon_sha256": "4ae63d88edc2bf37d04b581f6121d8c4067f886e4f88e61d14bc780c6f16dbf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.09766",
    "kind": "arxiv",
    "version": 1
  }
}