Pith Number

pith:WXAIICEE

pith:2017:WXAIICEEHEB6L47BNHCZ2YVBM4

not attested not anchored not stored refs pending

On the challenges of learning with inference networks on sparse, high-dimensional data

Dawen Liang, Matthew Hoffman, Rahul G. Krishnan

arxiv:1710.06085 v1 · 2017-10-17 · 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{WXAIICEEHEB6L47BNHCZ2YVBM4}

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	2026-05-18T00:32:37.821517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5c08408843903e5f3e169c59d62a1671d0793214620505c9f76486e582fa534

Aliases

arxiv: 1710.06085 · arxiv_version: 1710.06085v1 · doi: 10.48550/arxiv.1710.06085 · pith_short_12: WXAIICEEHEB6 · pith_short_16: WXAIICEEHEB6L47B · pith_short_8: WXAIICEE

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/WXAIICEEHEB6L47BNHCZ2YVBM4 \
  | 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: b5c08408843903e5f3e169c59d62a1671d0793214620505c9f76486e582fa534

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62baeb049dd2dc6ffbf0f545a195129bbc591d69c5ea9d3df24846fc4f572b8f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-10-17T04:17:07Z",
    "title_canon_sha256": "9f1412c22c362004135d6b9ecdd03d9c79aefd270556375df0d62eb1a8f1f668"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.06085",
    "kind": "arxiv",
    "version": 1
  }
}