Pith Number

pith:LLHWNN73

pith:2016:LLHWNN73D4E6FSWUOCN2FWF3NP

not attested not anchored not stored refs pending

Bayesian optimization of hyper-parameters in reservoir computing

Jan Yperman, Thijs Becker

arxiv:1611.05193 v3 · 2016-11-16 · 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{LLHWNN73D4E6FSWUOCN2FWF3NP}

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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

1 paper in Pith

Tri-Learn Graph Fusion Network for Attributed Graph Clustering

Receipt and verification

First computed	2026-05-18T00:42:23.722759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5acf66b7fb1f09e2cad4709ba2d8bb6bd3d1cb52287f433a5932211c6b46410a

Aliases

arxiv: 1611.05193 · arxiv_version: 1611.05193v3 · doi: 10.48550/arxiv.1611.05193 · pith_short_12: LLHWNN73D4E6 · pith_short_16: LLHWNN73D4E6FSWU · pith_short_8: LLHWNN73

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/LLHWNN73D4E6FSWUOCN2FWF3NP \
  | 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: 5acf66b7fb1f09e2cad4709ba2d8bb6bd3d1cb52287f433a5932211c6b46410a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dec5e5cbbf6134a40e7508c6d3fdeb7fadb0a4f6079fb6585c1114d4ad79cfa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-16T09:25:17Z",
    "title_canon_sha256": "5611e0ba4190e8ea08f517b1d55700541a5f4261014134f2a72786eb8619928d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.05193",
    "kind": "arxiv",
    "version": 3
  }
}