Pith Number

pith:KOD5HPG6

pith:2023:KOD5HPG653O6CQSMTRYBZFRLFF

not attested not anchored not stored refs pending

Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization

Garud Iyengar, Henry Lam, Tianyu Wang

arxiv:2306.10081 v4 · 2023-06-16 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KOD5HPG653O6CQSMTRYBZFRLFF}

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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.

Cited by

1 paper in Pith

Risk-averse Decision Making with Contextual Information: Model, Sample Average Approximation, and Kernelization

Receipt and verification

First computed	2026-07-05T11:40:29.256624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5387d3bcdeeedde1424c9c701c962b297bd4db2f3fd408bbc1a8223ef08accfc

Aliases

arxiv: 2306.10081 · arxiv_version: 2306.10081v4 · doi: 10.48550/arxiv.2306.10081 · pith_short_12: KOD5HPG653O6 · pith_short_16: KOD5HPG653O6CQSM · pith_short_8: KOD5HPG6

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/KOD5HPG653O6CQSMTRYBZFRLFF \
  | 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: 5387d3bcdeeedde1424c9c701c962b297bd4db2f3fd408bbc1a8223ef08accfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70e9a5af10ea635b94879836039544b6e8eab040878af53bea28206d98dd4dc7",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-16T07:07:58Z",
    "title_canon_sha256": "787d3725db0ad06b56fa91c839a3a9aff2231532e47a90cb6555824bea67e791"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10081",
    "kind": "arxiv",
    "version": 4
  }
}