Pith Number

pith:77VUTAZX

pith:2024:77VUTAZXYOJUQFN7RQ75ARRWQC

not attested not anchored not stored refs pending

Fair and Accurate Regression: Strong Formulations and Algorithms

Alper Atamt\"urk, Andr\'es G\'omez, Anna Deza

arxiv:2412.17116 v1 · 2024-12-22 · cs.LG · cs.CY · 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{77VUTAZXYOJUQFN7RQ75ARRWQC}

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

Responsible Machine Learning via Mixed-Integer Optimization

Receipt and verification

First computed	2026-07-05T09:53:17.775415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffeb498337c3934815bf8c3fd0463680801215ccd553d910316ab0f1bd6bbe39

Aliases

arxiv: 2412.17116 · arxiv_version: 2412.17116v1 · doi: 10.48550/arxiv.2412.17116 · pith_short_12: 77VUTAZXYOJU · pith_short_16: 77VUTAZXYOJUQFN7 · pith_short_8: 77VUTAZX

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/77VUTAZXYOJUQFN7RQ75ARRWQC \
  | 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: ffeb498337c3934815bf8c3fd0463680801215ccd553d910316ab0f1bd6bbe39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "755a89ec65959d72b47c2fe0fc01ba4ed12c7b41c813f7a2ce63327e8e0b7bde",
    "cross_cats_sorted": [
      "cs.CY",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-22T18:04:54Z",
    "title_canon_sha256": "b26950f97dc7572169e86eba04835143224c2f9249c081fa1b521236e367a781"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17116",
    "kind": "arxiv",
    "version": 1
  }
}