Pith Number

pith:LLYV2DQJ

pith:2021:LLYV2DQJH46ZVO2BMG5NSZNDTW

not attested not anchored not stored refs pending

Boosting Variational Inference With Locally Adaptive Step-Sizes

Fabian Pedregosa, Francesco Locatello, Gideon Dresdner, Gunnar R\"atsch, Saurav Shekhar

arxiv:2105.09240 v1 · 2021-05-19 · 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{LLYV2DQJH46ZVO2BMG5NSZNDTW}

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.

Receipt and verification

First computed	2026-07-05T02:41:39.394832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5af15d0e093f3d9abb4161bad965a39dab58f882db22af23959824df406e099f

Aliases

arxiv: 2105.09240 · arxiv_version: 2105.09240v1 · doi: 10.48550/arxiv.2105.09240 · pith_short_12: LLYV2DQJH46Z · pith_short_16: LLYV2DQJH46ZVO2B · pith_short_8: LLYV2DQJ

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/LLYV2DQJH46ZVO2BMG5NSZNDTW \
  | 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: 5af15d0e093f3d9abb4161bad965a39dab58f882db22af23959824df406e099f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12115f4265d594a73e0c58fe553137a33df010a02e45f9b262d7d396e1e5754b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-19T16:41:33Z",
    "title_canon_sha256": "88bafd1e2064c08224c73c4f42639d50468e15cbf4ba0cbaab0bcf3c5c246a2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.09240",
    "kind": "arxiv",
    "version": 1
  }
}