Pith Number

pith:EZ2F5XYG

pith:2024:EZ2F5XYGF42N2NYQGL6KBXU7TA

not attested not anchored not stored refs pending

Predictive variational inference: Learn the predictively optimal posterior distribution

Antonio Linero, Jinlin Lai, Yuling Yao

arxiv:2410.14843 v4 · 2024-10-18 · 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{EZ2F5XYGF42N2NYQGL6KBXU7TA}

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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

2 papers in Pith

Detecting Model Misspecification in Bayesian Inverse Problems via Variational Gradient Descent

Concentration and Calibration in Predictive Bayesian Inference

Receipt and verification

First computed	2026-06-24T00:14:20.138332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26745edf062f34dd371032fca0de9f98221b3b4d94474732abbe616946c01e1a

Aliases

arxiv: 2410.14843 · arxiv_version: 2410.14843v4 · doi: 10.48550/arxiv.2410.14843 · pith_short_12: EZ2F5XYGF42N · pith_short_16: EZ2F5XYGF42N2NYQ · pith_short_8: EZ2F5XYG

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/EZ2F5XYGF42N2NYQGL6KBXU7TA \
  | 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: 26745edf062f34dd371032fca0de9f98221b3b4d94474732abbe616946c01e1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03fd9f7fc2338b3bbec568a34af1a5e3679679f85b262e31238b0faa124bf351",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-18T19:44:57Z",
    "title_canon_sha256": "c329cd858d8fdb24fcef0fd5d1a3affa732efaa59a17c6fbc63ec161951a045c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14843",
    "kind": "arxiv",
    "version": 4
  }
}