Pith Number

pith:Z6XAMQST

pith:2024:Z6XAMQSTMY6GTTJFXAHNVZHMM7

not attested not anchored not stored refs pending

Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing

Chi Thanh Lam, Hong T.M. Chu, Soumendu Sundar Mukherjee, Subhro Ghosh

arxiv:2402.17595 v1 · 2024-02-27 · cs.LG · cs.AI · cs.NE · 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{Z6XAMQSTMY6GTTJFXAHNVZHMM7}

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

An entropy formula for the Deep Linear Network

Receipt and verification

First computed	2026-07-05T07:49:48.894576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfae064253663c69cd25b80edae4ec67e0eb3503309ff62e7caa8e00151aac61

Aliases

arxiv: 2402.17595 · arxiv_version: 2402.17595v1 · doi: 10.48550/arxiv.2402.17595 · pith_short_12: Z6XAMQSTMY6G · pith_short_16: Z6XAMQSTMY6GTTJF · pith_short_8: Z6XAMQST

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/Z6XAMQSTMY6GTTJFXAHNVZHMM7 \
  | 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: cfae064253663c69cd25b80edae4ec67e0eb3503309ff62e7caa8e00151aac61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d3a64f65f483e3bdd3701014444d2a07c2fce05bac85e759803e050e4a2df6d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-27T15:28:01Z",
    "title_canon_sha256": "7849dfd19b00384b509b0bcb9d6d393b08a75cb7bd36d2685d71bf0bcccb0d24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17595",
    "kind": "arxiv",
    "version": 1
  }
}