Pith Number

pith:ZIMFQNB7

pith:2017:ZIMFQNB7O7FNY62QDSCDATRKDO

not attested not anchored not stored refs pending

Optimistic Robust Optimization With Applications To Machine Learning

Akiko Takeda, Alexander Mafusalov, Matthew Norton

arxiv:1711.07511 v1 · 2017-11-20 · stat.ML · 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{ZIMFQNB7O7FNY62QDSCDATRKDO}

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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

2 papers in Pith

Robustness Measures in Distributionally Robust Optimization

Risk-averse optimization under distributional uncertainty with Rockafellian relaxation

Receipt and verification

First computed	2026-05-18T00:29:58.834669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca1858343f77cadc7b501c84304e2a1b8b3745eb51a285959bfeb70737411c0e

Aliases

arxiv: 1711.07511 · arxiv_version: 1711.07511v1 · doi: 10.48550/arxiv.1711.07511 · pith_short_12: ZIMFQNB7O7FN · pith_short_16: ZIMFQNB7O7FNY62Q · pith_short_8: ZIMFQNB7

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/ZIMFQNB7O7FNY62QDSCDATRKDO \
  | 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: ca1858343f77cadc7b501c84304e2a1b8b3745eb51a285959bfeb70737411c0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8c868826e2c47d83c7edf19caab0c04efe3ab00302bfd4563cdcc1d211909c8",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-20T19:39:48Z",
    "title_canon_sha256": "92e4f5ca575b4807be81997210c1070f658739a75a47149b124204f5835eacb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.07511",
    "kind": "arxiv",
    "version": 1
  }
}