Pith Number

pith:JHFPF5EX

pith:2017:JHFPF5EXBXO346DN5R2ZOQJBYB

not attested not anchored not stored refs pending

Introducing DeepBalance: Random Deep Belief Network Ensembles to Address Class Imbalance

Peter Xenopoulos

arxiv:1709.10056 v2 · 2017-09-28 · 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{JHFPF5EXBXO346DN5R2ZOQJBYB}

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	2026-05-18T00:30:30.058481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49caf2f4970dddbe786dec75974121c05d7ab41fb9c463826cc366f616551027

Aliases

arxiv: 1709.10056 · arxiv_version: 1709.10056v2 · doi: 10.48550/arxiv.1709.10056 · pith_short_12: JHFPF5EXBXO3 · pith_short_16: JHFPF5EXBXO346DN · pith_short_8: JHFPF5EX

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/JHFPF5EXBXO346DN5R2ZOQJBYB \
  | 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: 49caf2f4970dddbe786dec75974121c05d7ab41fb9c463826cc366f616551027

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a1c7db779f9c6109d3e24532787ba5a5fb7bc2d5300959c608aefbd36def76c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-09-28T16:49:14Z",
    "title_canon_sha256": "19611e955162acb389ea24220c0523de098b53a4170a15eb60355474306b53d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.10056",
    "kind": "arxiv",
    "version": 2
  }
}