Pith Number

pith:PG75BGTU

pith:2018:PG75BGTUYMOMCE7GMZ5TCUH5OF

not attested not anchored not stored refs pending

Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing

Daishiro Kobayashi, Ryosuke Kasahara, Takuya Tanaka

arxiv:1812.08295 v1 · 2018-12-20 · cs.LG · 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{PG75BGTUYMOMCE7GMZ5TCUH5OF}

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	2026-05-17T23:57:51.714262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79bfd09a74c31cc113e6667b3150fd716141556b69a4f0318dba5b28d3cfcb83

Aliases

arxiv: 1812.08295 · arxiv_version: 1812.08295v1 · doi: 10.48550/arxiv.1812.08295 · pith_short_12: PG75BGTUYMOM · pith_short_16: PG75BGTUYMOMCE7G · pith_short_8: PG75BGTU

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/PG75BGTUYMOMCE7GMZ5TCUH5OF \
  | 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: 79bfd09a74c31cc113e6667b3150fd716141556b69a4f0318dba5b28d3cfcb83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a08a88fe3169653c2b3775e7d21c82ad022aaf6550acefadd349f0609749e691",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-20T00:28:12Z",
    "title_canon_sha256": "1dfdab3800572cb7e74defa54437f8c163278e9ae7fa785b1fab29231a0db202"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.08295",
    "kind": "arxiv",
    "version": 1
  }
}