Pith Number

pith:CBTINDCW

pith:2024:CBTINDCWIA2R5E56A5RCZEHY25

not attested not anchored not stored refs pending

Momentum Does Not Reduce Stochastic Noise in Stochastic Gradient Descent

Hideaki Iiduka, Naoki Sato

arxiv:2402.02325 v5 · 2024-02-04 · cs.LG · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBTINDCWIA2R5E56A5RCZEHY25}

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

Explicit and Implicit Graduated Optimization in Deep Neural Networks

Receipt and verification

First computed	2026-07-05T11:30:35.493920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1066868c5640351e93be07622c90f8d757e778140ce806c3511986fa1475117c

Aliases

arxiv: 2402.02325 · arxiv_version: 2402.02325v5 · doi: 10.48550/arxiv.2402.02325 · pith_short_12: CBTINDCWIA2R · pith_short_16: CBTINDCWIA2R5E56 · pith_short_8: CBTINDCW

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/CBTINDCWIA2R5E56A5RCZEHY25 \
  | 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: 1066868c5640351e93be07622c90f8d757e778140ce806c3511986fa1475117c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2a58c6c9fba07544b50128ed0a9abd9ddfc3d4442318ca58bcc7ad9005e6ab8",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-04T02:48:28Z",
    "title_canon_sha256": "bc28f08f8dd888aa2970ba611944dea2726cf1ae35834690705cb0506dba645d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02325",
    "kind": "arxiv",
    "version": 5
  }
}