Pith Number

pith:SL2F4IL2

pith:2015:SL2F4IL2IDKRU5JIIX3C2ZFQ4U

not attested not anchored not stored refs pending

Stochastic subGradient Methods with Linear Convergence for Polyhedral Convex Optimization

Qihang Lin, Tianbao Yang

arxiv:1510.01444 v5 · 2015-10-06 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SL2F4IL2IDKRU5JIIX3C2ZFQ4U}

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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

SGDR: Stochastic Gradient Descent with Warm Restarts

Receipt and verification

First computed	2026-05-18T01:17:59.674849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92f45e217a40d51a752845f62d64b0e5160c830446828bb20961db628419e2d3

Aliases

arxiv: 1510.01444 · arxiv_version: 1510.01444v5 · doi: 10.48550/arxiv.1510.01444 · pith_short_12: SL2F4IL2IDKR · pith_short_16: SL2F4IL2IDKRU5JI · pith_short_8: SL2F4IL2

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/SL2F4IL2IDKRU5JIIX3C2ZFQ4U \
  | 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: 92f45e217a40d51a752845f62d64b0e5160c830446828bb20961db628419e2d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99d9f1c5b4008a7c977d0cfa961fb6f09733301a40e53b4c520020a4fb7cebbf",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-10-06T06:17:56Z",
    "title_canon_sha256": "66d810e7ddb66ed8b82e920047911569b96438f8240f3a3761e1d8c615dce85c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1510.01444",
    "kind": "arxiv",
    "version": 5
  }
}