Pith Number

pith:E5KZNDDS

pith:2019:E5KZNDDSVSHMSWGMKQ6XAD334M

not attested not anchored not stored refs pending

BGADAM: Boosting based Genetic-Evolutionary ADAM for Neural Network Optimization

Jiawei Zhang, Jiyang Bai, Yuxiang Ren

arxiv:1908.08015 v2 · 2019-07-26 · cs.NE · cs.LG

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\usepackage{pith}
\pithnumber{E5KZNDDSVSHMSWGMKQ6XAD334M}

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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

Quantum-Enhanced Weight Optimization for Neural Networks Using Grover's Algorithm

Receipt and verification

First computed	2026-07-05T02:37:01.855966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2755968c72ac8ec958cc543d700f7be319533d8f4a2ad547af74071ce081d2f9

Aliases

arxiv: 1908.08015 · arxiv_version: 1908.08015v2 · doi: 10.48550/arxiv.1908.08015 · pith_short_12: E5KZNDDSVSHM · pith_short_16: E5KZNDDSVSHMSWGM · pith_short_8: E5KZNDDS

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/E5KZNDDSVSHMSWGMKQ6XAD334M \
  | 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: 2755968c72ac8ec958cc543d700f7be319533d8f4a2ad547af74071ce081d2f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c15c789d6a6416099eb201fe126ea9b1b1dd5868aa728b692c5590d48a80ee7b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-07-26T02:44:33Z",
    "title_canon_sha256": "87a698fa23a7fa4fdaeb2380462edb9eab9facf3680afead26ddc17f29db27e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.08015",
    "kind": "arxiv",
    "version": 2
  }
}