Pith Number

pith:O6R2MLNW

pith:2024:O6R2MLNWXSBMGTDCJOXUIPJZKS

not attested not anchored not stored refs pending

Asymptotics of Stochastic Gradient Descent with Dropout Regularization in Linear Models

Jiaqi Li, Johannes Schmidt-Hieber, Wei Biao Wu

arxiv:2409.07434 v1 · 2024-09-11 · stat.ML · cs.LG · math.ST · stat.TH

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\usepackage{pith}
\pithnumber{O6R2MLNWXSBMGTDCJOXUIPJZKS}

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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

Gaussian Approximation for Asynchronous Q-learning

Receipt and verification

First computed	2026-07-05T09:05:57.360224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77a3a62db6bc82c34c624baf443d3954841f4d1e87e2b0dea85dea9555d28512

Aliases

arxiv: 2409.07434 · arxiv_version: 2409.07434v1 · doi: 10.48550/arxiv.2409.07434 · pith_short_12: O6R2MLNWXSBM · pith_short_16: O6R2MLNWXSBMGTDC · pith_short_8: O6R2MLNW

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/O6R2MLNWXSBMGTDCJOXUIPJZKS \
  | 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: 77a3a62db6bc82c34c624baf443d3954841f4d1e87e2b0dea85dea9555d28512

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8806537a85daf456e51d90a12b65e189ca4dfe6bec5a0b808bdba57df7bdbdf",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-09-11T17:28:38Z",
    "title_canon_sha256": "bb87cf96abe1e121c99bfae0b25384e7d3e25b19752fde9c43e26ab08dcbdfb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07434",
    "kind": "arxiv",
    "version": 1
  }
}