Pith Number

pith:NGQUCCFK

pith:2018:NGQUCCFKB2BSETOL2NTGCDW6FJ

not attested not anchored not stored refs pending

The Role of Information Complexity and Randomization in Representation Learning

Leonardo Rey Vega, Mat\'ias Vera, Pablo Piantanida

arxiv:1802.05355 v1 · 2018-02-14 · 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{NGQUCCFKB2BSETOL2NTGCDW6FJ}

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	2026-05-18T00:23:15.883489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69a14108aa0e83224dcbd366610ede2a4e4838187aab93f31472227b523bb839

Aliases

arxiv: 1802.05355 · arxiv_version: 1802.05355v1 · doi: 10.48550/arxiv.1802.05355 · pith_short_12: NGQUCCFKB2BS · pith_short_16: NGQUCCFKB2BSETOL · pith_short_8: NGQUCCFK

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/NGQUCCFKB2BSETOL2NTGCDW6FJ \
  | 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: 69a14108aa0e83224dcbd366610ede2a4e4838187aab93f31472227b523bb839

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "049113c1683cd5f471646a8e33d351d67efd72062ef20d701c23c0efbc793e4c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-02-14T23:31:11Z",
    "title_canon_sha256": "8f5dfb73180c709e6d0cfe34dc29ec66a98b7bce6b0915c84a87600c6061fa0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.05355",
    "kind": "arxiv",
    "version": 1
  }
}