Pith Number

pith:5QERG2OR

pith:2017:5QERG2ORK35RQV22LPPOP3IGVF

not attested not anchored not stored refs pending

Generalization in Deep Learning

Kenji Kawaguchi, Leslie Pack Kaelbling, Yoshua Bengio

arxiv:1710.05468 v9 · 2017-10-16 · stat.ML · cs.AI · cs.LG · 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{5QERG2ORK35RQV22LPPOP3IGVF}

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.

Cited by

7 papers in Pith

Dangerous Liaisons of Convex Learning and Non-Affine Aggregation

Sharpness-Aware Minimization with Z-Score Gradient Filtering

DNNs, Dataset Statistics, and Correlation Functions

Adaptive Kernel Ridge Regression with Linear Structure: Sharp Oracle Inequalities and Minimax Optimality

Deep Learning Scaling is Predictable, Empirically

Receipt and verification

First computed	2026-07-05T06:45:08.364137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec091369d156fb18575a5bdee7ed06a946149524d978f2538e05451f3afa7fa9

Aliases

arxiv: 1710.05468 · arxiv_version: 1710.05468v9 · doi: 10.48550/arxiv.1710.05468 · pith_short_12: 5QERG2ORK35R · pith_short_16: 5QERG2ORK35RQV22 · pith_short_8: 5QERG2OR

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/5QERG2ORK35RQV22LPPOP3IGVF \
  | 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: ec091369d156fb18575a5bdee7ed06a946149524d978f2538e05451f3afa7fa9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f850b8b554a0cfa068860133498f05c7fd8d406e39341f0cb0bec4a61e0452c6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-10-16T02:21:24Z",
    "title_canon_sha256": "95284b26a36cbbad80198bda24de3a62b6189a979b938058a21c9db22d1935ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.05468",
    "kind": "arxiv",
    "version": 9
  }
}