Pith Number

pith:WZ7NJ432

pith:2024:WZ7NJ432IZIRRTTL7OACQGZNC6

not attested not anchored not stored refs pending

Exploring Learning Rate Selection in Generalised Bayesian Inference using Posterior Predictive Checks

Geoff K. Nicholls, Schyan Zafar

arxiv:2410.01475 v2 · 2024-10-02 · stat.ME · stat.AP

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WZ7NJ432IZIRRTTL7OACQGZNC6}

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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

When can a posterior predictive check identify the learning rate? Exact degeneracy in Gaussian models and implications for Generalised Bayesian Inerence

Receipt and verification

First computed	2026-07-05T10:03:28.018498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b67ed4f37a465118ce6bfb80281b2d17ac486268ac483a26a69881a10b80ccb7

Aliases

arxiv: 2410.01475 · arxiv_version: 2410.01475v2 · doi: 10.48550/arxiv.2410.01475 · pith_short_12: WZ7NJ432IZIR · pith_short_16: WZ7NJ432IZIRRTTL · pith_short_8: WZ7NJ432

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/WZ7NJ432IZIRRTTL7OACQGZNC6 \
  | 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: b67ed4f37a465118ce6bfb80281b2d17ac486268ac483a26a69881a10b80ccb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "390b16b5930cb3800e2f49e93bc5634f1ba7ffaf996895c4f39c350b985e1afa",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-10-02T12:27:55Z",
    "title_canon_sha256": "7632e0b4f19d4298d1167b9e82f4de19c01f1590fab6f9276aabe3aae9c171d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01475",
    "kind": "arxiv",
    "version": 2
  }
}