Pith Number

pith:LMBRTDB4

pith:2024:LMBRTDB4QGJOSMIAYLHMOKYCJI

not attested not anchored not stored refs pending

Deep Learning of Multivariate Extremes via a Geometric Representation

Callum J. R. Murphy-Barltrop, Jordan Richards, Reetam Majumder

arxiv:2406.19936 v2 · 2024-06-28 · stat.ME · 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{LMBRTDB4QGJOSMIAYLHMOKYCJI}

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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

3 papers in Pith

Diagnostic Tools for Extreme Value Regression Models

Exploring climate change effects on concurrent floods and concurrent droughts via statistical deep learning

Extrapolation in Statistical Learning with Extreme Value Theory

Receipt and verification

First computed	2026-07-05T09:06:42.224860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b03198c3c8192e93100c2cec72b024a27ff8d4189eeef690834983eb025ba21

Aliases

arxiv: 2406.19936 · arxiv_version: 2406.19936v2 · doi: 10.48550/arxiv.2406.19936 · pith_short_12: LMBRTDB4QGJO · pith_short_16: LMBRTDB4QGJOSMIA · pith_short_8: LMBRTDB4

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/LMBRTDB4QGJOSMIAYLHMOKYCJI \
  | 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: 5b03198c3c8192e93100c2cec72b024a27ff8d4189eeef690834983eb025ba21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9842e58fa61ab661a608623619996fb2fe5adebe8c0b8270bf76b37325579191",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-06-28T14:05:47Z",
    "title_canon_sha256": "e11dabf32c9eff2662c5acaac43d01917ccfd7c47d5be3550665229194b36e01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19936",
    "kind": "arxiv",
    "version": 2
  }
}