Pith Number

pith:HNIE3MGE

pith:2018:HNIE3MGEO552S62DTU74VQVHU6

not attested not anchored not stored refs pending

Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning

Agus Sudjianto, Jie Chen, Joel Vaughan, Vijayan Nair, Xiaoyu Liu

arxiv:1808.07216 v2 · 2018-08-22 · 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{HNIE3MGEO552S62DTU74VQVHU6}

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	2026-05-18T00:06:15.913862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b504db0c4777ba97b439d3fcac2a7a7bf2f5346a163e697f546fbade06101a9

Aliases

arxiv: 1808.07216 · arxiv_version: 1808.07216v2 · doi: 10.48550/arxiv.1808.07216 · pith_short_12: HNIE3MGEO552 · pith_short_16: HNIE3MGEO552S62D · pith_short_8: HNIE3MGE

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/HNIE3MGEO552S62DTU74VQVHU6 \
  | 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: 3b504db0c4777ba97b439d3fcac2a7a7bf2f5346a163e697f546fbade06101a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32aacaa71ed83e7e03533a5745a671f7691f9febb7c72ac2dc2ce763d15edc33",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-08-22T04:24:30Z",
    "title_canon_sha256": "391e791c1eef6e1ab17ab350eb1f170aac20cf2530435306bafe12bdf66090b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.07216",
    "kind": "arxiv",
    "version": 2
  }
}