Pith Number

pith:YSRMQUNE

pith:2025:YSRMQUNEK5BDCHND53POCZ7K47

not attested not anchored not stored refs pending

Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination

Daniel M. Kane, Giannis Iakovidis, Ilias Diakonikolas, Thanasis Pittas

arxiv:2502.14772 v1 · 2025-02-20 · cs.DS · cs.LG · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YSRMQUNEK5BDCHND53POCZ7K47}

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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

Adaptive Confidence Intervals in Efron's Gaussian Two-Groups Model

Receipt and verification

First computed	2026-07-05T10:17:32.396723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4a2c851a45742311da3eedee167eae7c1866e68ce4e668129a749c23f285ceb

Aliases

arxiv: 2502.14772 · arxiv_version: 2502.14772v1 · doi: 10.48550/arxiv.2502.14772 · pith_short_12: YSRMQUNEK5BD · pith_short_16: YSRMQUNEK5BDCHND · pith_short_8: YSRMQUNE

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/YSRMQUNEK5BDCHND53POCZ7K47 \
  | 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: c4a2c851a45742311da3eedee167eae7c1866e68ce4e668129a749c23f285ceb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86653613de47bed38e2f67f1d26a8f9d82e2344f1cb478e981c25fd28e58def6",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2025-02-20T17:53:13Z",
    "title_canon_sha256": "6c503ef8f12343ce1fa4bcac8d9e78ee2d5b88ab47293ddb56e622e7b673d417"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14772",
    "kind": "arxiv",
    "version": 1
  }
}