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Pith Number

pith:MNCL6IQD

pith:2014:MNCL6IQDGGXPJCR2EK32MTU2VS
not attested not anchored not stored refs pending

Maximum Likelihood-based Online Adaptation of Hyper-parameters in CMA-ES

Ilya Loshchilov (LIS), INRIA Saclay - Ile de France), Marc Schoenauer (LRI, Mich\`ele Sebag (LRI), Nikolaus Hansen (INRIA Saclay - Ile de France)

arxiv:1406.2623 v2 · 2014-06-10 · cs.NE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MNCL6IQDGGXPJCR2EK32MTU2VS}

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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.
Receipt and verification
First computed 2026-05-18T02:49:55.367481Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6344bf220331aef48a3a22b7a64e9aaca7415a9a064486bc6de0b775bed3a7c1

Aliases

arxiv: 1406.2623 · arxiv_version: 1406.2623v2 · doi: 10.48550/arxiv.1406.2623 · pith_short_12: MNCL6IQDGGXP · pith_short_16: MNCL6IQDGGXPJCR2 · pith_short_8: MNCL6IQD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MNCL6IQDGGXPJCR2EK32MTU2VS \
  | 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: 6344bf220331aef48a3a22b7a64e9aaca7415a9a064486bc6de0b775bed3a7c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9e95ef08aa332e711c9916c6120c0de3d501bf5e409e4854c787ff15e41144d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2014-06-10T16:44:32Z",
    "title_canon_sha256": "af45ce004435f9de39dccbfedb0d592a2abaf9c9a7368e5b7fe345722e8fbcea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1406.2623",
    "kind": "arxiv",
    "version": 2
  }
}