Pith Number

pith:QN423DZP

pith:2019:QN423DZPWQ5LVPEUDLXJWJPE5J

not attested not anchored not stored refs pending

Efficient non-conjugate Gaussian process factor models for spike count data using polynomial approximations

David M. Zoltowski, Jacob L. Yates, Jonathan W. Pillow, Spencer L. Smith, Stephen L. Keeley, Yiyi Yu

arxiv:1906.03318 v2 · 2019-06-07 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QN423DZPWQ5LVPEUDLXJWJPE5J}

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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.

Receipt and verification

First computed	2026-07-05T01:40:20.384069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8379ad8f2fb43ababc941aee9b25e4ea6152192da360e3903da9acc9a0ad8d9e

Aliases

arxiv: 1906.03318 · arxiv_version: 1906.03318v2 · doi: 10.48550/arxiv.1906.03318 · pith_short_12: QN423DZPWQ5L · pith_short_16: QN423DZPWQ5LVPEU · pith_short_8: QN423DZP

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/QN423DZPWQ5LVPEUDLXJWJPE5J \
  | 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: 8379ad8f2fb43ababc941aee9b25e4ea6152192da360e3903da9acc9a0ad8d9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2eb37d376f635c987255ab557f88c27e049eb1d5e1af1fe1ec90b2a66079d79d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-07T20:15:00Z",
    "title_canon_sha256": "c6571e483fd3b78f910540e716171a9b972f09758aae77eb80674d835ae61325"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03318",
    "kind": "arxiv",
    "version": 2
  }
}