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Pith Number

pith:CMFQ6UBX

pith:2022:CMFQ6UBXLS4KCZYCZOC4ALQU46
not attested not anchored not stored refs pending

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Huan Li, Pan Zhou, Shuicheng Yan, Xingyu Xie, Zhouchen Lin

arxiv:2208.06677 v5 · 2022-08-13 · cs.LG · math.OC

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\usepackage{pith}
\pithnumber{CMFQ6UBXLS4KCZYCZOC4ALQU46}

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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

3 papers in Pith

Receipt and verification
First computed 2026-07-05T09:41:26.245810Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

130b0f50375cb8a16702cb85c02e14e78655ac29270c367064f3781007392fcd

Aliases

arxiv: 2208.06677 · arxiv_version: 2208.06677v5 · doi: 10.48550/arxiv.2208.06677 · pith_short_12: CMFQ6UBXLS4K · pith_short_16: CMFQ6UBXLS4KCZYC · pith_short_8: CMFQ6UBX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CMFQ6UBXLS4KCZYCZOC4ALQU46 \
  | 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: 130b0f50375cb8a16702cb85c02e14e78655ac29270c367064f3781007392fcd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fa1eec7a19a75346b3a671caeed12b838e6c8bbc78d072488c82fb52726441f8",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-13T16:04:39Z",
    "title_canon_sha256": "bacf8eefa35b6d80fc84b172cf3cfdceeb6d3e4f1da15bad82f29427151bf795"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.06677",
    "kind": "arxiv",
    "version": 5
  }
}