Pith Number

pith:3L62EXY3

pith:2016:3L62EXY3LR2RGTVMNGKH4U5W6S

not attested not anchored not stored refs pending

Stochastic Variance Reduction for Nonconvex Optimization

Ahmed Hefny, Alex Smola, Barnabas Poczos, Sashank J. Reddi, Suvrit Sra

arxiv:1603.06160 v2 · 2016-03-19 · math.OC · cs.LG · cs.NE · 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{3L62EXY3LR2RGTVMNGKH4U5W6S}

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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

Adaptive Federated Optimization

Receipt and verification

First computed	2026-05-18T01:17:46.751219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dafda25f1b5c75134eac69947e53b6f4a9afb151039952ebbc9a894cc3d4f8d6

Aliases

arxiv: 1603.06160 · arxiv_version: 1603.06160v2 · doi: 10.48550/arxiv.1603.06160 · pith_short_12: 3L62EXY3LR2R · pith_short_16: 3L62EXY3LR2RGTVM · pith_short_8: 3L62EXY3

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/3L62EXY3LR2RGTVMNGKH4U5W6S \
  | 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: dafda25f1b5c75134eac69947e53b6f4a9afb151039952ebbc9a894cc3d4f8d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c43f857a2f61e05c27105ac2cb6a090f6f66684b63ca609e4eaf74a86efa02e7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2016-03-19T23:37:38Z",
    "title_canon_sha256": "33345e0021c2e979089fa1a16a4996c93ced57bc04f826a556aa016378a7f8f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.06160",
    "kind": "arxiv",
    "version": 2
  }
}