Pith Number

pith:IXTXDJ65

pith:2025:IXTXDJ65MHN77DGMUBNED676C4

not attested not anchored not stored refs pending

Responsible Machine Learning via Mixed-Integer Optimization

Andr\'es G\'omez, Nathan Justin, Phebe Vayanos, Qingshi Sun

arxiv:2505.05857 v3 · 2025-05-09 · cs.LG · math.OC · 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{IXTXDJ65MHN77DGMUBNED676C4}

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.

Receipt and verification

First computed	2026-07-05T12:02:01.183174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45e771a7dd61dbff8ccca05a41fbfe1730bc68c6917a8f412576b78b9d28af25

Aliases

arxiv: 2505.05857 · arxiv_version: 2505.05857v3 · doi: 10.48550/arxiv.2505.05857 · pith_short_12: IXTXDJ65MHN7 · pith_short_16: IXTXDJ65MHN77DGM · pith_short_8: IXTXDJ65

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/IXTXDJ65MHN77DGMUBNED676C4 \
  | 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: 45e771a7dd61dbff8ccca05a41fbfe1730bc68c6917a8f412576b78b9d28af25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d8ec23c551fe9dda1ef38a80cb5b43f4b45f2ce08a25f54edece1ab4084bbec",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-09T07:51:36Z",
    "title_canon_sha256": "95d9dcef2899806cc9d1c9a9bef93c9686a8f7b952e2abccbcf99513dd111a4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05857",
    "kind": "arxiv",
    "version": 3
  }
}