Pith Number

pith:ZWIN3VYW

pith:2023:ZWIN3VYWU6TWTG7KAXPGNMGIOM

not attested not anchored not stored refs pending

UAdam: Unified Adam-Type Algorithmic Framework for Non-Convex Stochastic Optimization

Danilo P. Mandic, Dongpo Xu, Jinlan Liu, Yiming Jiang

arxiv:2305.05675 v1 · 2023-05-09 · cs.LG · cs.NA · math.NA · 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{ZWIN3VYWU6TWTG7KAXPGNMGIOM}

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	2026-07-05T09:09:51.676849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd90ddd716a7a7699bea05de66b0c873190b2a8c708f52033757aae50ccb061e

Aliases

arxiv: 2305.05675 · arxiv_version: 2305.05675v1 · doi: 10.48550/arxiv.2305.05675 · pith_short_12: ZWIN3VYWU6TW · pith_short_16: ZWIN3VYWU6TWTG7K · pith_short_8: ZWIN3VYW

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/ZWIN3VYWU6TWTG7KAXPGNMGIOM \
  | 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: cd90ddd716a7a7699bea05de66b0c873190b2a8c708f52033757aae50ccb061e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e86ec5496d22e10d728d82cec4b36f05d7b7ebb44f05a4045036821db9775ea1",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-09T13:07:03Z",
    "title_canon_sha256": "1b2ccf3739e61695ce4a7dbca48784116a1fb58ab2104e355e1b1a134cff82de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.05675",
    "kind": "arxiv",
    "version": 1
  }
}