Pith Number

pith:STAD6ZEB

pith:2024:STAD6ZEB54LDSUCNXLBAH55XL6

not attested not anchored not stored refs pending

Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI

Abhinav Agrawal, Justin Domke

arxiv:2412.08824 v1 · 2024-12-11 · 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{STAD6ZEB54LDSUCNXLBAH55XL6}

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	2026-07-05T09:48:02.319960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94c03f6481ef1639504dbac203f7b75fbb7ffdf119a03adc14ef4170716ddc7b

Aliases

arxiv: 2412.08824 · arxiv_version: 2412.08824v1 · doi: 10.48550/arxiv.2412.08824 · pith_short_12: STAD6ZEB54LD · pith_short_16: STAD6ZEB54LDSUCN · pith_short_8: STAD6ZEB

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/STAD6ZEB54LDSUCNXLBAH55XL6 \
  | 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: 94c03f6481ef1639504dbac203f7b75fbb7ffdf119a03adc14ef4170716ddc7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcd170e9b028e42914b74baf4b477eedb0e1a1a8557bbde1f7649eb4831d3cfe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-11T23:54:08Z",
    "title_canon_sha256": "7fce94fe9e0720347c812516272d7ebe65767c4a380fdc28e2042aa8d129e644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08824",
    "kind": "arxiv",
    "version": 1
  }
}