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Pith Number

pith:2YSPULLH

pith:2024:2YSPULLH2O2HNH6PPMF6BDFVJH
not attested not anchored not stored refs pending

Sharp bounds on aggregate expert error

Ariel Avital, Aryeh Kontorovich

arxiv:2407.16642 v4 · 2024-07-23 · math.PR · cs.LG · math.ST · stat.ML · stat.TH

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2YSPULLH2O2HNH6PPMF6BDFVJH}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T09:53:03.078203Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d624fa2d67d3b4769fcf7b0be08cb549cc26aba249c5d29b3ba44a68be7f97b8

Aliases

arxiv: 2407.16642 · arxiv_version: 2407.16642v4 · doi: 10.48550/arxiv.2407.16642 · pith_short_12: 2YSPULLH2O2H · pith_short_16: 2YSPULLH2O2HNH6P · pith_short_8: 2YSPULLH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2YSPULLH2O2HNH6PPMF6BDFVJH \
  | 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: d624fa2d67d3b4769fcf7b0be08cb549cc26aba249c5d29b3ba44a68be7f97b8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cf3918b139376f64d291d5efd0c711a3f7eddace7b29de2901c11db6ba81c746",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2024-07-23T16:57:10Z",
    "title_canon_sha256": "439521b109bf9f8d3522c3da5f5181b3b86a253f750d5b039dccbd5dfc3b1d6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16642",
    "kind": "arxiv",
    "version": 4
  }
}