Pith Number

pith:IKJIGZ4K

pith:2018:IKJIGZ4KFNZLIW3ITFEWDQB64V

not attested not anchored not stored refs pending

Predicting the Generalization Gap in Deep Networks with Margin Distributions

Dilip Krishnan, Hossein Mobahi, Samy Bengio, Yiding Jiang

arxiv:1810.00113 v2 · 2018-09-28 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{IKJIGZ4KFNZLIW3ITFEWDQB64V}

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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

Intermediate Representations are Strong AI-Generated Image Detectors

Receipt and verification

First computed	2026-05-17T23:43:33.117774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

429283678a2b72b45b68994961c03ee577ba21f84d7753c4662ee3cedd742047

Aliases

arxiv: 1810.00113 · arxiv_version: 1810.00113v2 · doi: 10.48550/arxiv.1810.00113 · pith_short_12: IKJIGZ4KFNZL · pith_short_16: IKJIGZ4KFNZLIW3I · pith_short_8: IKJIGZ4K

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/IKJIGZ4KFNZLIW3ITFEWDQB64V \
  | 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: 429283678a2b72b45b68994961c03ee577ba21f84d7753c4662ee3cedd742047

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9d370418f762b69dfae134fa761a49a2cc38282bf5d1d089954e2972f061024",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-09-28T23:23:36Z",
    "title_canon_sha256": "c368986df18755ec8f1257169fee8f62d01edab0127d38bc137ee115b52a13e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00113",
    "kind": "arxiv",
    "version": 2
  }
}