Pith Number

pith:5QFEPWSV

pith:2019:5QFEPWSVQECMX54D56QRSNAE5Q

not attested not anchored not stored refs pending

Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit Regularization, and Generalization

Babak Hassibi, Navid Azizan, Sahin Lale

arxiv:1906.03830 v1 · 2019-06-10 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5QFEPWSVQECMX54D56QRSNAE5Q}

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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

Adaptive Pruning of Pretrained Transformer via Differential Inclusions

Receipt and verification

First computed	2026-05-17T23:43:44.810807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec0a47da558104cbf783efa1193404ec358ca29598d725252a6ffac4538a6a3b

Aliases

arxiv: 1906.03830 · arxiv_version: 1906.03830v1 · doi: 10.48550/arxiv.1906.03830 · pith_short_12: 5QFEPWSVQECM · pith_short_16: 5QFEPWSVQECMX54D · pith_short_8: 5QFEPWSV

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/5QFEPWSVQECMX54D56QRSNAE5Q \
  | 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: ec0a47da558104cbf783efa1193404ec358ca29598d725252a6ffac4538a6a3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97c865992e638e6e6900c8fc3ba1884ac27927667df7527c921d787ec30e47f2",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-10T08:01:27Z",
    "title_canon_sha256": "61796a1f62e2bb4d816212278cba7109cdc04cf90b847739f9ef43d23b90fcde"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03830",
    "kind": "arxiv",
    "version": 1
  }
}