Pith Number

pith:VBMUUXEX

pith:2017:VBMUUXEX73IDGU63YUMV4KLOAR

not attested not anchored not stored refs pending

Doubly Robust Data-Driven Distributionally Robust Optimization

Fan Zhang, Fei He, Jose Blanchet, Yang Kang, Zhangyi Hu

arxiv:1705.07168 v1 · 2017-05-19 · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VBMUUXEX73IDGU63YUMV4KLOAR}

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

Distributionally Robust Optimization: A Review

Receipt and verification

First computed	2026-07-05T02:38:58.410158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8594a5c97fed03353dbc5195e296e04461321023933a234e58c401dd1ebb98f

Aliases

arxiv: 1705.07168 · arxiv_version: 1705.07168v1 · doi: 10.48550/arxiv.1705.07168 · pith_short_12: VBMUUXEX73ID · pith_short_16: VBMUUXEX73IDGU63 · pith_short_8: VBMUUXEX

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/VBMUUXEX73IDGU63YUMV4KLOAR \
  | 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: a8594a5c97fed03353dbc5195e296e04461321023933a234e58c401dd1ebb98f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82a69728b06f1bba62e6792945e01790ca909a1875cc5b0f66fcdb93f23932ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-19T20:05:53Z",
    "title_canon_sha256": "9419582e864e00573055f79abf80d8a259ae67ad7110b533b03d36b89f883d75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07168",
    "kind": "arxiv",
    "version": 1
  }
}