Pith Number

pith:EOZIRXBY

pith:2021:EOZIRXBY77UGN3XS25NKN74ZE5

not attested not anchored not stored refs pending

Learning with invariances in random features and kernel models

Andrea Montanari, Song Mei, Theodor Misiakiewicz

arxiv:2102.13219 v1 · 2021-02-25 · stat.ML · cs.LG · math.ST · 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{EOZIRXBY77UGN3XS25NKN74ZE5}

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

1 paper in Pith

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Receipt and verification

First computed	2026-07-05T02:18:35.169665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23b288dc38ffe866eef2d75aa6ff99276ccbd49ae1df9a837368abaae0deb85d

Aliases

arxiv: 2102.13219 · arxiv_version: 2102.13219v1 · doi: 10.48550/arxiv.2102.13219 · pith_short_12: EOZIRXBY77UG · pith_short_16: EOZIRXBY77UGN3XS · pith_short_8: EOZIRXBY

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/EOZIRXBY77UGN3XS25NKN74ZE5 \
  | 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: 23b288dc38ffe866eef2d75aa6ff99276ccbd49ae1df9a837368abaae0deb85d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9477611ac15390e95506d49a66d74d22ff8f03247724090be439e73f1500c847",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-02-25T23:06:21Z",
    "title_canon_sha256": "bd16a3316ebe52ab439deb2746226e901fbf4916ae306d41bfa74752663edf63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.13219",
    "kind": "arxiv",
    "version": 1
  }
}