Pith Number

pith:27K7MAVD

pith:2024:27K7MAVD5DZQEGMLZVBUASFZRD

not attested not anchored not stored refs pending

Learning on manifolds without manifold learning

H. N. Mhaskar, Ryan O'Dowd

arxiv:2402.12687 v2 · 2024-02-20 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{27K7MAVD5DZQEGMLZVBUASFZRD}

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

On the algorithmic construction of deep ReLU networks

Receipt and verification

First computed	2026-07-05T08:56:17.242374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7d5f602a3e8f302198bcd434048b988c3bb73b032fa7338542f8a444732ce2b

Aliases

arxiv: 2402.12687 · arxiv_version: 2402.12687v2 · doi: 10.48550/arxiv.2402.12687 · pith_short_12: 27K7MAVD5DZQ · pith_short_16: 27K7MAVD5DZQEGML · pith_short_8: 27K7MAVD

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/27K7MAVD5DZQEGMLZVBUASFZRD \
  | 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: d7d5f602a3e8f302198bcd434048b988c3bb73b032fa7338542f8a444732ce2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d6177e18ecec1b6e5b2c333cec2a4b7b3219e8af817c588c32ab1db56d41515",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-20T03:27:53Z",
    "title_canon_sha256": "8c373f750a8e2d54070523cb0ee8f1af92481e3988c78ccf4ad75c63221d2d3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12687",
    "kind": "arxiv",
    "version": 2
  }
}