Pith Number

pith:P6RTX77H

pith:2024:P6RTX77HVN7ZZBS5AL4C4ZE6NN

not attested not anchored not stored refs pending

On Generalization Bounds for Neural Networks with Low Rank Layers

Akshay Rangamani, Andrea Pinto, Tomaso Poggio

arxiv:2411.13733 v1 · 2024-11-20 · 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{P6RTX77HVN7ZZBS5AL4C4ZE6NN}

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

Parameter Symmetry Potentially Unifies Deep Learning Theory

Receipt and verification

First computed	2026-07-05T09:38:36.443716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fa33bffe7ab7f9c865d02f82e649e6b468e7cc01d8cd288400db019c2758be9

Aliases

arxiv: 2411.13733 · arxiv_version: 2411.13733v1 · doi: 10.48550/arxiv.2411.13733 · pith_short_12: P6RTX77HVN7Z · pith_short_16: P6RTX77HVN7ZZBS5 · pith_short_8: P6RTX77H

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/P6RTX77HVN7ZZBS5AL4C4ZE6NN \
  | 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: 7fa33bffe7ab7f9c865d02f82e649e6b468e7cc01d8cd288400db019c2758be9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3563f785f4bfdfd7880cb502851f4103b39e8bb1f58cad69a3811318a580e248",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-20T22:20:47Z",
    "title_canon_sha256": "917c5bc9451a69879b2d3eb80f516b001a17265971b0c5869d48b582b03e0216"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13733",
    "kind": "arxiv",
    "version": 1
  }
}