Pith Number

pith:O32VZDF7

pith:2018:O32VZDF774ZABHUKAZOXZ7LVAR

not attested not anchored not stored refs pending

Meta-Learning Probabilistic Inference For Prediction

John Bronskill, Jonathan Gordon, Matthias Bauer, Richard E. Turner, Sebastian Nowozin

arxiv:1805.09921 v4 · 2018-05-24 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O32VZDF774ZABHUKAZOXZ7LVAR}

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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

CoMetaPNS: Continually Meta-learning Personalized Neural Surrogates for Cardiac Electrophysiology Simulations

Flamingo: a Visual Language Model for Few-Shot Learning

Receipt and verification

First computed	2026-07-05T01:17:55.080077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76f55c8cbfff32009e8a065d7cfd750455f3ab4bc8f39c8ec7979b3e57ac4f10

Aliases

arxiv: 1805.09921 · arxiv_version: 1805.09921v4 · doi: 10.48550/arxiv.1805.09921 · pith_short_12: O32VZDF774ZA · pith_short_16: O32VZDF774ZABHUK · pith_short_8: O32VZDF7

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/O32VZDF774ZABHUKAZOXZ7LVAR \
  | 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: 76f55c8cbfff32009e8a065d7cfd750455f3ab4bc8f39c8ec7979b3e57ac4f10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d8abecc7d41c9bfa3c7d5065d731508a82cebb5d87c21a14b2e837bf55dd798",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-24T22:08:27Z",
    "title_canon_sha256": "4e99dcfa7912edbff7b14134f9d89e26e6d0f1c45ab3e0cf673a389083f582b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.09921",
    "kind": "arxiv",
    "version": 4
  }
}