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Pith Number

pith:GWA2MO6Q

pith:2019:GWA2MO6QUYIXJ4MFYK7T2AHKWP
not attested not anchored not stored refs pending

Personalized Optimization with User's Feedback

Andrea Simonetto, Andrey Bernstein, Emiliano Dall'Anese, Julien Monteil

arxiv:1905.00775 v3 · 2019-05-02 · math.OC · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GWA2MO6QUYIXJ4MFYK7T2AHKWP}

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 2026-06-04T20:14:28.269311Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3581a63bd0a61174f185c2bf3d00eab3c54d6857f67c7eb0d6e7a734b10691dc

Aliases

arxiv: 1905.00775 · arxiv_version: 1905.00775v3 · doi: 10.48550/arxiv.1905.00775 · pith_short_12: GWA2MO6QUYIX · pith_short_16: GWA2MO6QUYIXJ4MF · pith_short_8: GWA2MO6Q
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GWA2MO6QUYIXJ4MFYK7T2AHKWP \
  | 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: 3581a63bd0a61174f185c2bf3d00eab3c54d6857f67c7eb0d6e7a734b10691dc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "eda4069ca3202271d25b67bb85070ef1017e2997129bbddf94525733981f2612",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2019-05-02T14:37:42Z",
    "title_canon_sha256": "1e0521d4f9b96f037b451a092b7396dd669f027ab9ea61bfdac5eec9781deeda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.00775",
    "kind": "arxiv",
    "version": 3
  }
}