Pith Number

pith:DN3H53WL

pith:2017:DN3H53WLA4DKKBMXGNCE5BBIMQ

not attested not anchored not stored refs pending

Implicit Regularization in Matrix Factorization

Behnam Neyshabur, Blake Woodworth, Nathan Srebro, Srinadh Bhojanapalli, Suriya Gunasekar

arxiv:1705.09280 v1 · 2017-05-25 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{DN3H53WLA4DKKBMXGNCE5BBIMQ}

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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

Estimating Implicit Regularization in Deep Learning

Receipt and verification

First computed	2026-05-18T00:43:40.042280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b767eeecb0706a5059733444e8428641e37bd59bae0ebcc17a2f04803771323

Aliases

arxiv: 1705.09280 · arxiv_version: 1705.09280v1 · doi: 10.48550/arxiv.1705.09280 · pith_short_12: DN3H53WLA4DK · pith_short_16: DN3H53WLA4DKKBMX · pith_short_8: DN3H53WL

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/DN3H53WLA4DKKBMXGNCE5BBIMQ \
  | 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: 1b767eeecb0706a5059733444e8428641e37bd59bae0ebcc17a2f04803771323

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94d343a68e159f5285dd78aba1c5b1d6d81fe388ecaac3508c4a773459e2a8a5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-25T17:55:24Z",
    "title_canon_sha256": "4a3ba5785b2b9bbc93a6c740cf59ee44b1781375baf925e78e638c6b08ef2bc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.09280",
    "kind": "arxiv",
    "version": 1
  }
}