Pith Number

pith:HFJAA6JD

pith:2022:HFJAA6JD6DYIAMWIAS2YT6HXQE

not attested not anchored not stored refs pending

Wasserstein Distributionally Robust Estimation in High Dimensions: Performance Analysis and Optimal Hyperparameter Tuning

Florian D\"orfler, Liviu Aolaritei, Soroosh Shafiee

arxiv:2206.13269 v3 · 2022-06-27 · stat.ML · cs.IT · cs.LG · math.IT · 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{HFJAA6JD6DYIAMWIAS2YT6HXQE}

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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

1 paper in Pith

Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation

Receipt and verification

First computed	2026-07-05T10:57:51.343773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3952007923f0f08032c804b589f8f7810ac05b264229da6e3518bf74e68a187b

Aliases

arxiv: 2206.13269 · arxiv_version: 2206.13269v3 · doi: 10.48550/arxiv.2206.13269 · pith_short_12: HFJAA6JD6DYI · pith_short_16: HFJAA6JD6DYIAMWI · pith_short_8: HFJAA6JD

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/HFJAA6JD6DYIAMWIAS2YT6HXQE \
  | 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: 3952007923f0f08032c804b589f8f7810ac05b264229da6e3518bf74e68a187b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f25bb79e58dfdbb6d992c20fed71fb063e21bbc4ee562a956d2bef9f5dc6bf1f",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-06-27T13:02:59Z",
    "title_canon_sha256": "8b318bcbde780058b34b94d591b64c66e9ac47eb11ef47e1cd3d1b4637ebba2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13269",
    "kind": "arxiv",
    "version": 3
  }
}