Pith Number

pith:4RWESRRO

pith:2024:4RWESRROEIWED546OJA2DYIEWE

not attested not anchored not stored refs pending

Generative vs. Discriminative modeling under the lens of uncertainty quantification

Eiji Kawasaki, Elouan Argouarc'h, Eric Barat, Fran\c{c}ois Desbouvries

arxiv:2406.09172 v1 · 2024-06-13 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4RWESRROEIWED546OJA2DYIEWE}

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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

1 paper in Pith

Diffusion Model for Multiple Antenna Communications

Receipt and verification

First computed	2026-07-05T08:31:29.516639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e46c49462e222c41f79e7241a1e104b12339f2517b06a0543488c5c42f0a8862

Aliases

arxiv: 2406.09172 · arxiv_version: 2406.09172v1 · doi: 10.48550/arxiv.2406.09172 · pith_short_12: 4RWESRROEIWE · pith_short_16: 4RWESRROEIWED546 · pith_short_8: 4RWESRRO

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/4RWESRROEIWED546OJA2DYIEWE \
  | 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: e46c49462e222c41f79e7241a1e104b12339f2517b06a0543488c5c42f0a8862

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "beef560fa91b4913c4b0dfc3ab06de5e8a179a6c1da73f373657e25426d1c18e",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-06-13T14:32:43Z",
    "title_canon_sha256": "3e768b34e97fff38ad4ed323e09e56ca048c46b3143df487a0d3dd3b565c4fc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09172",
    "kind": "arxiv",
    "version": 1
  }
}