Pith Number

pith:N6AO33LZ

pith:2020:N6AO33LZWQNIKSVMIRLEDNT67B

not attested not anchored not stored refs pending

Distributional Generalization: A New Kind of Generalization

Preetum Nakkiran, Yamini Bansal

arxiv:2009.08092 v2 · 2020-09-17 · cs.LG · cs.NE · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N6AO33LZWQNIKSVMIRLEDNT67B}

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

2 papers in Pith

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent

Receipt and verification

First computed	2026-07-05T01:43:16.213288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f80eded79b41a854aac445641b67ef8641d24172c21e3dbab18eccc18fda828

Aliases

arxiv: 2009.08092 · arxiv_version: 2009.08092v2 · doi: 10.48550/arxiv.2009.08092 · pith_short_12: N6AO33LZWQNI · pith_short_16: N6AO33LZWQNIKSVM · pith_short_8: N6AO33LZ

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/N6AO33LZWQNIKSVMIRLEDNT67B \
  | 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: 6f80eded79b41a854aac445641b67ef8641d24172c21e3dbab18eccc18fda828

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15b37bd79a5dfb8b6bb38dc8f1a71a48f2b308272cbc640163aaf4dc786d559a",
    "cross_cats_sorted": [
      "cs.NE",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-17T06:26:17Z",
    "title_canon_sha256": "13a956a08c938304f1b3646e815c27429663a26bb5b5118ec3e17ac844e9c974"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.08092",
    "kind": "arxiv",
    "version": 2
  }
}