Pith Number

pith:EZ7LHV67

pith:2025:EZ7LHV67SOFHTJS3U46VA7ZMWA

not attested not anchored not stored refs pending

Deep Clustering via Probabilistic Ratio-Cut Optimization

Ayoub Ghriss, Claire Monteleoni

arxiv:2502.03405 v2 · 2025-02-05 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZ7LHV67SOFHTJS3U46VA7ZMWA}

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

Dimensionally Reduced Open-World Clustering: DROWCULA

Receipt and verification

First computed	2026-07-05T10:28:34.935793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

267eb3d7df938a79a65ba73d507f2cb0379623d65fff62bce3082bde3715d5db

Aliases

arxiv: 2502.03405 · arxiv_version: 2502.03405v2 · doi: 10.48550/arxiv.2502.03405 · pith_short_12: EZ7LHV67SOFH · pith_short_16: EZ7LHV67SOFHTJS3 · pith_short_8: EZ7LHV67

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/EZ7LHV67SOFHTJS3U46VA7ZMWA \
  | 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: 267eb3d7df938a79a65ba73d507f2cb0379623d65fff62bce3082bde3715d5db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "babf8590242c91193ad7463e5a0eeed67efe205a8463de2b727c39126aee28ea",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T17:47:53Z",
    "title_canon_sha256": "da3c9d802fc305e3c591905ee748bc230cd63b023c0097f58461760481764a27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03405",
    "kind": "arxiv",
    "version": 2
  }
}