Pith Number

pith:2FKFR25P

pith:2019:2FKFR25P6F5P2G5EKUG6CGBCBA

not attested not anchored not stored refs pending

Distributionally Robust Optimization: A Review

Hamed Rahimian, Sanjay Mehrotra

arxiv:1908.05659 v1 · 2019-08-13 · 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{2FKFR25P6F5P2G5EKUG6CGBCBA}

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

27 papers in Pith

Navigating the Safety-Fidelity Trade-off: Massive-Variate Time Series Forecasting for Power Systems via Probabilistic Scenarios

Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees

Conformal Risk-Averse Decision Making with Action Conditional Guarantee

Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Receipt and verification

First computed	2026-07-05T05:09:10.561335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d15458ebaff17afd1ba4550de11822082f99f55fe18ec10fe0cf113586222f79

Aliases

arxiv: 1908.05659 · arxiv_version: 1908.05659v1 · doi: 10.48550/arxiv.1908.05659 · pith_short_12: 2FKFR25P6F5P · pith_short_16: 2FKFR25P6F5P2G5E · pith_short_8: 2FKFR25P

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/2FKFR25P6F5P2G5EKUG6CGBCBA \
  | 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: d15458ebaff17afd1ba4550de11822082f99f55fe18ec10fe0cf113586222f79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5186a49c0afb81f65f17edba58bfb63d7d01ccb3e68a88b09b3d7f789fa954c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2019-08-13T00:43:41Z",
    "title_canon_sha256": "dca9cf4921d1a6d6d6be449a7dd682388f521c294cf80ad91a3644974a19b6b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.05659",
    "kind": "arxiv",
    "version": 1
  }
}