Pith Number

pith:FEZ5JLSU

pith:2015:FEZ5JLSU6JB4D262VWKTTLQVCB

not attested not anchored not stored refs pending

Training Deep Gaussian Processes using Stochastic Expectation Propagation and Probabilistic Backpropagation

Daniel Hern\'andez-Lobato, Jos\'e Miguel Hern\'andez-Lobato, Richard E. Turner, Thang D. Bui, Yingzhen Li

arxiv:1511.03405 v1 · 2015-11-11 · 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{FEZ5JLSU6JB4D262VWKTTLQVCB}

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.

Receipt and verification

First computed	2026-05-18T01:27:14.657554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2933d4ae54f243c1ebdaad9539ae151052fa7f678576b1643ad6464f23e22ec1

Aliases

arxiv: 1511.03405 · arxiv_version: 1511.03405v1 · doi: 10.48550/arxiv.1511.03405 · pith_short_12: FEZ5JLSU6JB4 · pith_short_16: FEZ5JLSU6JB4D262 · pith_short_8: FEZ5JLSU

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/FEZ5JLSU6JB4D262VWKTTLQVCB \
  | 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: 2933d4ae54f243c1ebdaad9539ae151052fa7f678576b1643ad6464f23e22ec1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd96163ce6094ff83de00fbeaecd4d8434098eb5184e3bbae2bf4bc35abb0a61",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-11-11T07:40:48Z",
    "title_canon_sha256": "c4941742ff64a90351a25b07901d8b8cd0058b2e2c07fabfb4251e1746ac3641"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.03405",
    "kind": "arxiv",
    "version": 1
  }
}