Pith Number

pith:EU7SZNP2

pith:2018:EU7SZNP2BYXISZIZ3CRMU7XBLH

not attested not anchored not stored refs pending

Training Machine Learning Models by Regularizing their Explanations

Andrew Slavin Ross

arxiv:1810.00869 v1 · 2018-09-29 · cs.LG · cs.AI · 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{EU7SZNP2BYXISZIZ3CRMU7XBLH}

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	2026-05-18T00:04:19.742006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

253f2cb5fa0e2e896519d8a2ca7ee159f964758d2c21b1b265364a294a5ba2cf

Aliases

arxiv: 1810.00869 · arxiv_version: 1810.00869v1 · doi: 10.48550/arxiv.1810.00869 · pith_short_12: EU7SZNP2BYXI · pith_short_16: EU7SZNP2BYXISZIZ · pith_short_8: EU7SZNP2

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/EU7SZNP2BYXISZIZ3CRMU7XBLH \
  | 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: 253f2cb5fa0e2e896519d8a2ca7ee159f964758d2c21b1b265364a294a5ba2cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5da69f7e2dd1be8ac6fa794a52e08b52532e133a1c9ba04b9af5c1a5954f578",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-29T17:43:21Z",
    "title_canon_sha256": "201e66de5a42a9cdf4eeccb0ce349260b18f36de8a8c3da4aabef39d47833844"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00869",
    "kind": "arxiv",
    "version": 1
  }
}