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Pith Number

pith:PYVWDLPE

pith:2022:PYVWDLPEW3A3XFOSRONIEU52Z5
not attested not anchored not stored refs pending

Re-parameterizing Your Optimizers rather than Architectures

Guiguang Ding, Honghao Chen, Jungong Han, Kaiqi Huang, Xiangyu Zhang, Xiaohan Ding

arxiv:2205.15242 v4 · 2022-05-30 · cs.LG · cs.AI · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PYVWDLPEW3A3XFOSRONIEU52Z5}

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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

Receipt and verification
First computed 2026-07-05T05:40:06.825954Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e2b61ade4b6c1bb95d28b9a8253bacf70e9a2fece5542a1c93ede1553b37991

Aliases

arxiv: 2205.15242 · arxiv_version: 2205.15242v4 · doi: 10.48550/arxiv.2205.15242 · pith_short_12: PYVWDLPEW3A3 · pith_short_16: PYVWDLPEW3A3XFOS · pith_short_8: PYVWDLPE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PYVWDLPEW3A3XFOSRONIEU52Z5 \
  | 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: 7e2b61ade4b6c1bb95d28b9a8253bacf70e9a2fece5542a1c93ede1553b37991
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6d4d18df3d815e230dfea02f3c528355bda40ba07e4f5cef75aa8409966efdbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-30T16:55:59Z",
    "title_canon_sha256": "a401addd672cf914c80a91383d6b5f5543a49739b251684be20dc5191bb512b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.15242",
    "kind": "arxiv",
    "version": 4
  }
}