Pith Number

pith:MUJC5EUB

pith:2023:MUJC5EUB7KVPGXZZZOO2X6F65J

not attested not anchored not stored refs pending

Supervised learning with probabilistic morphisms and kernel mean embeddings

H\^ong V\^an L\^e

arxiv:2305.06348 v6 · 2023-05-10 · math.ST · cs.LG · math.CT · math.FA · math.PR · 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{MUJC5EUB7KVPGXZZZOO2X6F65J}

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

Categorical and geometric methods in statistical, manifold, and machine learning

Receipt and verification

First computed	2026-07-05T10:54:29.988888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65122e9281faaaf35f39cb9dabf8beea61029cd9ee91ca4644638d3bdcf55ad2

Aliases

arxiv: 2305.06348 · arxiv_version: 2305.06348v6 · doi: 10.48550/arxiv.2305.06348 · pith_short_12: MUJC5EUB7KVP · pith_short_16: MUJC5EUB7KVPGXZZ · pith_short_8: MUJC5EUB

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/MUJC5EUB7KVPGXZZZOO2X6F65J \
  | 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: 65122e9281faaaf35f39cb9dabf8beea61029cd9ee91ca4644638d3bdcf55ad2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18c49253e90c45c773d65cabeb546cf4063e63522cfe30c66b9ef437c2b64201",
    "cross_cats_sorted": [
      "cs.LG",
      "math.CT",
      "math.FA",
      "math.PR",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2023-05-10T17:54:21Z",
    "title_canon_sha256": "2445a55b4387304aa67051f200fed270b46f5de25492c1d8152d52503d43a6ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06348",
    "kind": "arxiv",
    "version": 6
  }
}