Pith Number

pith:XYFGO74X

pith:2018:XYFGO74X4272EAHRAEYPALSXHP

not attested not anchored not stored refs pending

Learning Two Layer Rectified Neural Networks in Polynomial Time

Ainesh Bakshi, David P. Woodruff, Rajesh Jayaram

arxiv:1811.01885 v1 · 2018-11-05 · cs.DS · 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{XYFGO74X4272EAHRAEYPALSXHP}

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	2026-05-18T00:01:33.008396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be0a677f97e6bfa200f10130f02e573bd620cdf043858770c27eb19a134ded5e

Aliases

arxiv: 1811.01885 · arxiv_version: 1811.01885v1 · doi: 10.48550/arxiv.1811.01885 · pith_short_12: XYFGO74X4272 · pith_short_16: XYFGO74X4272EAHR · pith_short_8: XYFGO74X

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/XYFGO74X4272EAHRAEYPALSXHP \
  | 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: be0a677f97e6bfa200f10130f02e573bd620cdf043858770c27eb19a134ded5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86bc98f1d40562601167e9c40d2ce4c778e71649f58a06f5f1508656ab2b295e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2018-11-05T18:03:56Z",
    "title_canon_sha256": "11f9b19f85e35a5c9a6d5713deaf9accbbe557bb432f24c4afaccff4336d7c58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.01885",
    "kind": "arxiv",
    "version": 1
  }
}