Pith Number

pith:PA75KFRB

pith:2025:PA75KFRBP4CYFUKOZ2WJXXRNX3

not attested not anchored not stored refs pending

Error Bound Analysis for the Regularized Loss of Deep Linear Neural Networks

Peng Wang, Po Chen, Rujun Jiang

arxiv:2502.11152 v4 · 2025-02-16 · math.OC · cs.LG

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\usepackage{pith}
\pithnumber{PA75KFRBP4CYFUKOZ2WJXXRNX3}

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Record completeness

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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

A Complete Loss Landscape Analysis of Regularized Deep Matrix Factorization

Receipt and verification

First computed	2026-08-11T01:19:54.588239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

783fd516217f0582d14eceac9bde2dbef3d96417c98b899ee8a1885e7818f554

Aliases

arxiv: 2502.11152 · arxiv_version: 2502.11152v4 · doi: 10.48550/arxiv.2502.11152 · pith_short_12: PA75KFRBP4CY · pith_short_16: PA75KFRBP4CYFUKO · pith_short_8: PA75KFRB

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/PA75KFRBP4CYFUKOZ2WJXXRNX3 \
  | 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: 783fd516217f0582d14eceac9bde2dbef3d96417c98b899ee8a1885e7818f554

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92ddf899044f92bfc0d218bf2a51c7a3e7aeabcdad4da5ca5efd4d79ff07e6bc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-02-16T14:53:52Z",
    "title_canon_sha256": "394ef4c480fcfa1ec34e33a2e2818cb23fb401187b3627f1d475edd134e0ba9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11152",
    "kind": "arxiv",
    "version": 4
  }
}