Pith Number

pith:6UPC32G3

pith:2021:6UPC32G3TFEIMO7EY6XEE4BENA

not attested not anchored not stored refs pending

Time-independent Generalization Bounds for SGLD in Non-convex Settings

Patrick Rebeschini, Tyler Farghly

arxiv:2111.12876 v1 · 2021-11-25 · stat.ML · cs.LG · math.OC · math.PR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6UPC32G3TFEIMO7EY6XEE4BENA}

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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

Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters

Receipt and verification

First computed	2026-07-05T03:34:59.524059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f51e2de8db9948863be4c7ae4270246804ea4fad1b04832f3465ee2b9bad4576

Aliases

arxiv: 2111.12876 · arxiv_version: 2111.12876v1 · doi: 10.48550/arxiv.2111.12876 · pith_short_12: 6UPC32G3TFEI · pith_short_16: 6UPC32G3TFEIMO7E · pith_short_8: 6UPC32G3

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/6UPC32G3TFEIMO7EY6XEE4BENA \
  | 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: f51e2de8db9948863be4c7ae4270246804ea4fad1b04832f3465ee2b9bad4576

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "deb020ae8116da796c2e8d35418c80edae070bfbe38914b670036bf66c2ac656",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-11-25T02:31:52Z",
    "title_canon_sha256": "19488b8d866f970183fc7758f0c2b28904dac27868dd9b553c2ea4d5a90a1be2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12876",
    "kind": "arxiv",
    "version": 1
  }
}