Pith Number

pith:YIJVHO64

pith:2013:YIJVHO64F5QZIT76XSNXNG4R6J

not attested not anchored not stored refs pending

Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm

Deanna Needell, Nathan Srebro, Rachel Ward

arxiv:1310.5715 v5 · 2013-10-21 · math.NA · cs.CV · cs.LG · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YIJVHO64F5QZIT76XSNXNG4R6J}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity

Receipt and verification

First computed	2026-05-18T02:29:17.602499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c21353bbdc2f61944ffebc9b769b91f25c8f6e549d3253e7bb84658cb5acdc53

Aliases

arxiv: 1310.5715 · arxiv_version: 1310.5715v5 · doi: 10.48550/arxiv.1310.5715 · pith_short_12: YIJVHO64F5QZ · pith_short_16: YIJVHO64F5QZIT76 · pith_short_8: YIJVHO64

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/YIJVHO64F5QZIT76XSNXNG4R6J \
  | 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: c21353bbdc2f61944ffebc9b769b91f25c8f6e549d3253e7bb84658cb5acdc53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72fb71284233442330c5adf64d2860864f6558dfba2e5f8964734dff74671577",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2013-10-21T20:15:44Z",
    "title_canon_sha256": "b15e4acbf36aba63bb5e51c7470ee3e830fae12f5ebad2e8ff45f3579f9c0085"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1310.5715",
    "kind": "arxiv",
    "version": 5
  }
}