Pith Number

pith:EUC524QM

pith:2017:EUC524QMZED2SI5NOOGUHBZ6G5

not attested not anchored not stored refs pending

Theory II: Landscape of the Empirical Risk in Deep Learning

Qianli Liao, Tomaso Poggio

arxiv:1703.09833 v2 · 2017-03-28 · cs.LG · cs.CV · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EUC524QMZED2SI5NOOGUHBZ6G5}

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	2026-05-18T00:41:53.039276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2505dd720cc907a923ad738d43873e3743e1d3087b96753ad6ebbedcc96d0607

Aliases

arxiv: 1703.09833 · arxiv_version: 1703.09833v2 · doi: 10.48550/arxiv.1703.09833 · pith_short_12: EUC524QMZED2 · pith_short_16: EUC524QMZED2SI5N · pith_short_8: EUC524QM

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/EUC524QMZED2SI5NOOGUHBZ6G5 \
  | 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: 2505dd720cc907a923ad738d43873e3743e1d3087b96753ad6ebbedcc96d0607

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f8e3652ecad5ff29ada07d8333fcaf4b6aef6481b86a2d3bfb47318165e0b8b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-28T22:47:04Z",
    "title_canon_sha256": "7b6a8d0af763104bc7167abca06c2b5dbafc6636dcf7365eea1955ab710abd1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.09833",
    "kind": "arxiv",
    "version": 2
  }
}