Pith Number

pith:GFA7VYHA

pith:2016:GFA7VYHAPILX4FVA5H24NTFFG5

not attested not anchored not stored refs pending

Statistical Inference for Model Parameters in Stochastic Gradient Descent

Jason D. Lee, Xi Chen, Xin T. Tong, Yichen Zhang

arxiv:1610.08637 v4 · 2016-10-27 · stat.ML

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\usepackage{pith}
\pithnumber{GFA7VYHAPILX4FVA5H24NTFFG5}

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Record completeness

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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

On the Incorporation of Box-Constraints for Ensemble Kalman Inversion

Receipt and verification

First computed	2026-07-05T07:07:50.725603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3141fae0e07a177e16a0e9f5c6cca5377d8a51ca32fc3bdc43713b0051cfb653

Aliases

arxiv: 1610.08637 · arxiv_version: 1610.08637v4 · doi: 10.48550/arxiv.1610.08637 · pith_short_12: GFA7VYHAPILX · pith_short_16: GFA7VYHAPILX4FVA · pith_short_8: GFA7VYHA

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/GFA7VYHAPILX4FVA5H24NTFFG5 \
  | 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: 3141fae0e07a177e16a0e9f5c6cca5377d8a51ca32fc3bdc43713b0051cfb653

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b4db9e2fd3e2e3fe3ec52f7b9863c134c284afcbc6995799597bf4ca975fa99",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-10-27T07:04:21Z",
    "title_canon_sha256": "2afd0e4e8585390021779fd7ada50bcd1341d2edd9df830a0e609bea9d3aa898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.08637",
    "kind": "arxiv",
    "version": 4
  }
}