Pith. sign in
Pith Number

pith:6XPWCDNJ

pith:2023:6XPWCDNJVYBG7EHLNSOD5J6BRM
not attested not anchored not stored refs pending

Structured ambiguity sets for distributionally robust optimization

Dimitris Boskos, Lotfi M. Chaouach, Tom Oomen

arxiv:2310.20657 v1 · 2023-10-31 · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6XPWCDNJVYBG7EHLNSOD5J6BRM}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T07:07:33.756553Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f5df610da9ae026f90eb6c9c3ea7c18b3b06566d8eeaad37259bbf7dd7fd0872

Aliases

arxiv: 2310.20657 · arxiv_version: 2310.20657v1 · doi: 10.48550/arxiv.2310.20657 · pith_short_12: 6XPWCDNJVYBG · pith_short_16: 6XPWCDNJVYBG7EHL · pith_short_8: 6XPWCDNJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6XPWCDNJVYBG7EHLNSOD5J6BRM \
  | 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: f5df610da9ae026f90eb6c9c3ea7c18b3b06566d8eeaad37259bbf7dd7fd0872
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5cff89808f44bc631252cd01c67c6ec9ad4aa197dfee263367f92e072a6acb67",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-10-31T17:26:33Z",
    "title_canon_sha256": "386fe6ec41cf642341fbb29d33300961663f9e30304c197f73c0ff34d61d698a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20657",
    "kind": "arxiv",
    "version": 1
  }
}