Pith Number

pith:MLUWJFUB

pith:2025:MLUWJFUBYGFVBUZ6NP5NPC2KT4

not attested not anchored not stored refs pending

Kernel Quantile Embeddings and Associated Probability Metrics

Fran\c{c}ois-Xavier Briol, Krikamol Muandet, Masha Naslidnyk, Siu Lun Chau

arxiv:2505.20433 v1 · 2025-05-26 · stat.ML · cs.LG · math.ST · 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{MLUWJFUBYGFVBUZ6NP5NPC2KT4}

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.

Receipt and verification

First computed	2026-07-05T11:10:12.438435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62e9649681c18b50d33e6bfad78b4a9f3bfaead77dca840649a204fc1a4216e6

Aliases

arxiv: 2505.20433 · arxiv_version: 2505.20433v1 · doi: 10.48550/arxiv.2505.20433 · pith_short_12: MLUWJFUBYGFV · pith_short_16: MLUWJFUBYGFVBUZ6 · pith_short_8: MLUWJFUB

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/MLUWJFUBYGFVBUZ6NP5NPC2KT4 \
  | 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: 62e9649681c18b50d33e6bfad78b4a9f3bfaead77dca840649a204fc1a4216e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d8a1118b38370958593b47de362d2f6a2e6855f13e717cbe4fcef9057ff14fe",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-26T18:27:17Z",
    "title_canon_sha256": "b36517c95851ac3207fc0b7b2871bb4b12ac0fce74c68f1244af7e443e171929"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20433",
    "kind": "arxiv",
    "version": 1
  }
}