Pith Number

pith:WTOX25YB

pith:2023:WTOX25YB3IFQCX5VR2UWXFG2WY

not attested not anchored not stored refs pending

Autoregressive Conditional Neural Processes

Andrew Y. K. Foong, Anna Vaughan, Anthony Buonomo, James Requiema, J. Scott Hosking, Richard E. Turner, Stratis Markou, Tom R. Andersson, Wessel P. Bruinsma

arxiv:2303.14468 v1 · 2023-03-25 · 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{WTOX25YB3IFQCX5VR2UWXFG2WY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

3 papers in Pith

Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction with NightLANP

Revisiting Neural Processes via Fourier Transform and Volterra Series

Transformer Neural Processes - Kernel Regression

Receipt and verification

First computed	2026-07-05T05:54:42.142895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4dd7d7701da0b015fb58ea96b94dab62aec4038811f5c071774778c131719c7

Aliases

arxiv: 2303.14468 · arxiv_version: 2303.14468v1 · doi: 10.48550/arxiv.2303.14468 · pith_short_12: WTOX25YB3IFQ · pith_short_16: WTOX25YB3IFQCX5V · pith_short_8: WTOX25YB

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/WTOX25YB3IFQCX5VR2UWXFG2WY \
  | 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: b4dd7d7701da0b015fb58ea96b94dab62aec4038811f5c071774778c131719c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44f68649f0c608b2a453da244b3a61569990349efcbdd365cded1203fb01f992",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-03-25T13:34:12Z",
    "title_canon_sha256": "c71ca7b88d35fe88646764d5571d0359864670f13b46ff9bc00a9d5a93878d20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.14468",
    "kind": "arxiv",
    "version": 1
  }
}