Pith Number

pith:JCOG4RDR

pith:2019:JCOG4RDR6T57R7SZCUE7FLQRSZ

not attested not anchored not stored refs pending

Gradient Boosting Machine: A Survey

Danchen Lin, Mike Wu, Thomas Lau, Zhiyuan He

arxiv:1908.06951 v1 · 2019-08-19 · 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{JCOG4RDR6T57R7SZCUE7FLQRSZ}

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.

Cited by

1 paper in Pith

From Handcrafted Features to Functional Edge Learning: Evolution of EEG Seizure Detection Frameworks

Receipt and verification

First computed	2026-07-04T23:58:21.533226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

489c6e4471f4fbf8fe591509f2ae119663823e19b07b3d892d702172f4a23f54

Aliases

arxiv: 1908.06951 · arxiv_version: 1908.06951v1 · doi: 10.48550/arxiv.1908.06951 · pith_short_12: JCOG4RDR6T57 · pith_short_16: JCOG4RDR6T57R7SZ · pith_short_8: JCOG4RDR

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/JCOG4RDR6T57R7SZCUE7FLQRSZ \
  | 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: 489c6e4471f4fbf8fe591509f2ae119663823e19b07b3d892d702172f4a23f54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "087f89d7daf266cbbe11197938c50409e2b61089cfdee86a93ffdb57dd3d946a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-08-19T17:38:33Z",
    "title_canon_sha256": "1efd4552623d25a5cad3b7a9fc594973ef2c4da4328a99b4d15d97fc12055791"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.06951",
    "kind": "arxiv",
    "version": 1
  }
}