Pith Number

pith:T6EY5DZJ

pith:2024:T6EY5DZJLABP2JFEMDAHAJA2CB

not attested not anchored not stored refs pending

Change Detection in Multivariate data streams: Online Analysis with Kernel-QuantTree

Diego Stucchi, Filippo Leveni, Giacomo Boracchi, Luca Frittoli, Michelangelo Olmo Nogara Notarianni

arxiv:2410.13778 v1 · 2024-10-17 · cs.LG · cs.AI · 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{T6EY5DZJLABP2JFEMDAHAJA2CB}

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

Generalized Stochastic Approximation of the Log-Likelihood Ratio for Robust Sequential Change-Point Detection

Receipt and verification

First computed	2026-07-05T11:10:32.733466Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f898e8f295802fd24a460c070241a1049806568922a0b3a62f04bdf4013611f

Aliases

arxiv: 2410.13778 · arxiv_version: 2410.13778v1 · doi: 10.48550/arxiv.2410.13778 · pith_short_12: T6EY5DZJLABP · pith_short_16: T6EY5DZJLABP2JFE · pith_short_8: T6EY5DZJ

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/T6EY5DZJLABP2JFEMDAHAJA2CB \
  | 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: 9f898e8f295802fd24a460c070241a1049806568922a0b3a62f04bdf4013611f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34bf17ebb77e1a7fdd949c072178bbab56cf9ec73f9561f3c6897e2b7d7733c3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T17:17:38Z",
    "title_canon_sha256": "21b0fc92cd6f8e6dbfd901c474d5b73e43a99be1e8b482652d9e02f936796cb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13778",
    "kind": "arxiv",
    "version": 1
  }
}