Pith Number

pith:UIZB6SAG

pith:2014:UIZB6SAGOW62PS2E3W2M2NGYSN

not attested not anchored not stored refs pending

Robust Optimization using Machine Learning for Uncertainty Sets

Cynthia Rudin, Theja Tulabandhula

arxiv:1407.1097 v1 · 2014-07-04 · math.OC · cs.LG · 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{UIZB6SAGOW62PS2E3W2M2NGYSN}

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	2026-05-18T02:48:18.749498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2321f480675bda7cb44ddb4cd34d893450ac76b6cad6058b40834f7190bd18a

Aliases

arxiv: 1407.1097 · arxiv_version: 1407.1097v1 · doi: 10.48550/arxiv.1407.1097 · pith_short_12: UIZB6SAGOW62 · pith_short_16: UIZB6SAGOW62PS2E · pith_short_8: UIZB6SAG

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/UIZB6SAGOW62PS2E3W2M2NGYSN \
  | 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: a2321f480675bda7cb44ddb4cd34d893450ac76b6cad6058b40834f7190bd18a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f99e3adba5f8450b746170ab91016e2ff7fe9bd8f95cc019dfa9bcde36d9125e",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2014-07-04T00:39:00Z",
    "title_canon_sha256": "6015fd25e26343554943ee791613e23ecf3ae820bafe410460b0b2c2ff9a8d39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1407.1097",
    "kind": "arxiv",
    "version": 1
  }
}