Pith Number

pith:D5LNSHG3

pith:2015:D5LNSHG3SHIK6FHJOTLMCQMP4R

not attested not anchored not stored refs pending

High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models

Changyou Chen, Chunyuan Li, Kai Fan, Lawrence Carin

arxiv:1512.07662 v1 · 2015-12-23 · 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{D5LNSHG3SHIK6FHJOTLMCQMP4R}

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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.

Receipt and verification

First computed	2026-05-18T01:23:48.829499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f56d91cdb91d0af14e974d6c1418fe4576f464d9c5d12fbec9cb03273caa9a8

Aliases

arxiv: 1512.07662 · arxiv_version: 1512.07662v1 · doi: 10.48550/arxiv.1512.07662 · pith_short_12: D5LNSHG3SHIK · pith_short_16: D5LNSHG3SHIK6FHJ · pith_short_8: D5LNSHG3

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/D5LNSHG3SHIK6FHJOTLMCQMP4R \
  | 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: 1f56d91cdb91d0af14e974d6c1418fe4576f464d9c5d12fbec9cb03273caa9a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc245760e8c8cfaf4626eafead9101c061f3e993e3c74184d8504561c7511276",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-12-23T23:21:40Z",
    "title_canon_sha256": "1fa2a2b13cc66f886de63bde580ca56d8692c3c4365749c06e6516a0603561aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.07662",
    "kind": "arxiv",
    "version": 1
  }
}