Pith Number

pith:YY6FO6C7

pith:2024:YY6FO6C7DA4YWWUJGTRUC2Z6RC

not attested not anchored not stored refs pending

Data-Driven DRO and Economic Decision Theory: An Analytical Synthesis With Bayesian Nonparametric Advancements

Khai Nguyen, Nhat Ho, Nicola Bariletto

arxiv:2405.13160 v2 · 2024-05-21 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YY6FO6C7DA4YWWUJGTRUC2Z6RC}

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

Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets

Receipt and verification

First computed	2026-07-05T10:20:11.964250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c63c57785f18398b5a8934e3416b3e889a222a8501d9764ebd4e44ad0bdaeb2a

Aliases

arxiv: 2405.13160 · arxiv_version: 2405.13160v2 · doi: 10.48550/arxiv.2405.13160 · pith_short_12: YY6FO6C7DA4Y · pith_short_16: YY6FO6C7DA4YWWUJ · pith_short_8: YY6FO6C7

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/YY6FO6C7DA4YWWUJGTRUC2Z6RC \
  | 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: c63c57785f18398b5a8934e3416b3e889a222a8501d9764ebd4e44ad0bdaeb2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11d3995ec86fe3524eab4b0f423d75638ba9cbb858f3bb2f5b086d951447e2cf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-21T19:03:09Z",
    "title_canon_sha256": "9b064056839460c45885e7a3d68049d1feab5afdaae13d0d9f7f70a57b34711d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13160",
    "kind": "arxiv",
    "version": 2
  }
}