Pith Number

pith:GNQ4T4VY

pith:2017:GNQ4T4VYUTSTDXNHW26R6ZIFCM

not attested not anchored not stored refs pending

Linear Stochastic Approximation: Constant Step-Size and Iterate Averaging

Chandrashekar Lakshminarayanan, Csaba Szepesv\'ari

arxiv:1709.04073 v1 · 2017-09-12 · cs.LG · cs.SY · 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{GNQ4T4VYUTSTDXNHW26R6ZIFCM}

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

Corruption-Tolerant Asynchronous Q-Learning with Near-Optimal Rates

Receipt and verification

First computed	2026-05-18T00:35:15.526514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3361c9f2b8a4e531dda7b6bd1f6505133b6d1ce650232d93217294cebac33a03

Aliases

arxiv: 1709.04073 · arxiv_version: 1709.04073v1 · doi: 10.48550/arxiv.1709.04073 · pith_short_12: GNQ4T4VYUTST · pith_short_16: GNQ4T4VYUTSTDXNH · pith_short_8: GNQ4T4VY

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/GNQ4T4VYUTSTDXNHW26R6ZIFCM \
  | 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: 3361c9f2b8a4e531dda7b6bd1f6505133b6d1ce650232d93217294cebac33a03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6022751bf89a0770d358889d8c05c24502889c3c3052e4e30bd84aaeb1c6686",
    "cross_cats_sorted": [
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-09-12T22:34:09Z",
    "title_canon_sha256": "c90027f8838fe410c5a074a93b1947cbe1d7748cd0bee2998fb8f566ba36a59b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.04073",
    "kind": "arxiv",
    "version": 1
  }
}