Pith Number

pith:L6IBP4OY

pith:2018:L6IBP4OYFMYNJKMOLEC2ABW6RT

not attested not anchored not stored refs pending

Feature Prioritization and Regularization Improve Standard Accuracy and Adversarial Robustness

Chihuang Liu, Joseph JaJa

arxiv:1810.02424 v3 · 2018-10-04 · 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{L6IBP4OYFMYNJKMOLEC2ABW6RT}

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

Security and Privacy of Digital Twins for Advanced Manufacturing: A Survey

Receipt and verification

First computed	2026-07-04T23:55:08.481302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f9017f1d82b30d4a98e5905a006de8cd52fb5574ed99743db2dee6f46d3551f

Aliases

arxiv: 1810.02424 · arxiv_version: 1810.02424v3 · doi: 10.48550/arxiv.1810.02424 · pith_short_12: L6IBP4OYFMYN · pith_short_16: L6IBP4OYFMYNJKMO · pith_short_8: L6IBP4OY

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/L6IBP4OYFMYNJKMOLEC2ABW6RT \
  | 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: 5f9017f1d82b30d4a98e5905a006de8cd52fb5574ed99743db2dee6f46d3551f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "136855ff8b13fc5262dbd68dc9f4e8357849da2b460fb2ad659faf39432c5eb1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-04T21:10:09Z",
    "title_canon_sha256": "c8bf79304f6836eb048ba525baa51a2c24432ad0840297720f0550b1622d0461"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.02424",
    "kind": "arxiv",
    "version": 3
  }
}