Pith Number

pith:ID4BY5N2

pith:2018:ID4BY5N2E5T4WN4OCMV42MJP4R

not attested not anchored not stored refs pending

Adversarial Regression with Multiple Learners

Liang Tong, Scott Alfeld, Sixie Yu, Yevgeniy Vorobeychik

arxiv:1806.02256 v1 · 2018-06-06 · cs.LG · cs.AI · cs.MA · 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{ID4BY5N2E5T4WN4OCMV42MJP4R}

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	2026-05-18T00:14:02.077015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40f81c75ba2767cb378e132bcd312fe46ab3acf26df0e5fb7cd6f96f2a805209

Aliases

arxiv: 1806.02256 · arxiv_version: 1806.02256v1 · doi: 10.48550/arxiv.1806.02256 · pith_short_12: ID4BY5N2E5T4 · pith_short_16: ID4BY5N2E5T4WN4O · pith_short_8: ID4BY5N2

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/ID4BY5N2E5T4WN4OCMV42MJP4R \
  | 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: 40f81c75ba2767cb378e132bcd312fe46ab3acf26df0e5fb7cd6f96f2a805209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82f06255f89100e6b4a2189d918a8483a08a9a567d21538b698ba5352940f5c3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-06T15:44:53Z",
    "title_canon_sha256": "fbd20f44cbe623fd2d748beea9b6007732c4fdbd463dd121db2ac552a94812b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.02256",
    "kind": "arxiv",
    "version": 1
  }
}