Pith Number

pith:TY237Y62

pith:2025:TY237Y62UMAQ7BYN55XYCTV3XZ

not attested not anchored not stored refs pending

Inverse Optimization via Learning Feasible Regions

Angelos Georghiou, Ke Ren, Peyman Mohajerin Esfahani

arxiv:2505.15025 v1 · 2025-05-21 · 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{TY237Y62UMAQ7BYN55XYCTV3XZ}

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

2 papers in Pith

Uncertainty Quantification in Data-Driven Inverse Optimization via Bayesian Inference

Tight Generalization Bounds for Noiseless Inverse Optimization

Receipt and verification

First computed	2026-07-05T11:06:39.420628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e35bfe3daa3010f870def6f814ebbbe430fc3d11e47c15b94e7ce553cf34d72

Aliases

arxiv: 2505.15025 · arxiv_version: 2505.15025v1 · doi: 10.48550/arxiv.2505.15025 · pith_short_12: TY237Y62UMAQ · pith_short_16: TY237Y62UMAQ7BYN · pith_short_8: TY237Y62

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/TY237Y62UMAQ7BYN55XYCTV3XZ \
  | 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: 9e35bfe3daa3010f870def6f814ebbbe430fc3d11e47c15b94e7ce553cf34d72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e84caa9224488fe70d14d52121ce1e9a1e771b2cc8be4e4542a4e91a16826a3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-05-21T02:17:03Z",
    "title_canon_sha256": "ff4da8f38faecdc9823b541be27ca6fca7ce393bddc7e66df8239df76c9adb89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15025",
    "kind": "arxiv",
    "version": 1
  }
}