Pith Number

pith:QOFP6QHR

pith:2023:QOFP6QHR5BSVTP5WFJ6HNXEFZV

not attested not anchored not stored refs pending

Implicit Maximum a Posteriori Filtering via Adaptive Optimization

Gianluca M. Bencomo, Jake C. Snell, Thomas L. Griffiths

arxiv:2311.10580 v1 · 2023-11-17 · cs.LG · cs.SY · eess.SY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QOFP6QHR5BSVTP5WFJ6HNXEFZV}

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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

Adaptive, Robust and Scalable Bayesian Filtering for Online Learning

Receipt and verification

First computed	2026-07-05T07:13:54.302124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

838aff40f1e86559bfb62a7c76dc85cd49dfbadf24a35974e7a537cc9302c1b0

Aliases

arxiv: 2311.10580 · arxiv_version: 2311.10580v1 · doi: 10.48550/arxiv.2311.10580 · pith_short_12: QOFP6QHR5BSV · pith_short_16: QOFP6QHR5BSVTP5W · pith_short_8: QOFP6QHR

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/QOFP6QHR5BSVTP5WFJ6HNXEFZV \
  | 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: 838aff40f1e86559bfb62a7c76dc85cd49dfbadf24a35974e7a537cc9302c1b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3889e5e225560cda74b59c9c1f9d07b50a1e0f7a50aa61ded613f8d24edcb2b",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-17T15:30:44Z",
    "title_canon_sha256": "b05e249f5367c5686e0926dff4460c2dc7d29402e25c2127bc07e921887376f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10580",
    "kind": "arxiv",
    "version": 1
  }
}