Pith Number

pith:CBUECF5A

pith:2017:CBUECF5AH3P2HCWAFNSMCIXMYT

not attested not anchored not stored refs pending

The True Cost of Stochastic Gradient Langevin Dynamics

Andrew B. Duncan, Konstantinos Zygalakis, Leonard Hasenclever, Lukasz Szpruch, Sebastian J. Vollmer, Tigran Nagapetyan

arxiv:1706.02692 v1 · 2017-06-08 · stat.ME · math.NA

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\usepackage{pith}
\pithnumber{CBUECF5AH3P2HCWAFNSMCIXMYT}

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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

Piecewise Deterministic Markov Processes for Bayesian Neural Networks

Receipt and verification

First computed	2026-05-18T00:42:44.833539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10684117a03edfa38ac02b64c122ecc4f2cd0709b514eade25d9a3de5a89d0d9

Aliases

arxiv: 1706.02692 · arxiv_version: 1706.02692v1 · doi: 10.48550/arxiv.1706.02692 · pith_short_12: CBUECF5AH3P2 · pith_short_16: CBUECF5AH3P2HCWA · pith_short_8: CBUECF5A

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/CBUECF5AH3P2HCWAFNSMCIXMYT \
  | 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: 10684117a03edfa38ac02b64c122ecc4f2cd0709b514eade25d9a3de5a89d0d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "412d4895a25e1af0bc243cfc158a4950b8c7c99ed143513e9b85875817c31d24",
    "cross_cats_sorted": [
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2017-06-08T17:51:01Z",
    "title_canon_sha256": "04facdffc6b77c076942816931ce9cb44c19bfe72d6602a1ecfd64f9bb15f7cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.02692",
    "kind": "arxiv",
    "version": 1
  }
}