Pith Number

pith:BC4OVNE6

pith:2020:BC4OVNE6R2QI5YMLSXPGYQJN2O

not attested not anchored not stored refs pending

Finite-Sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes

Karthikeyan Shanmugam, Sanjay Shakkottai, Siva Theja Maguluri, Zaiwei Chen

arxiv:2002.00874 v6 · 2020-02-03 · cs.LG · math.OC · stat.ML

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\usepackage{pith}
\pithnumber{BC4OVNE6R2QI5YMLSXPGYQJN2O}

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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

Gaussian Approximation for Asynchronous Q-learning

Receipt and verification

First computed	2026-07-05T02:53:50.873551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08b8eab49e8ea08ee18b95de6c412dd3ae423d4eaa0443eaa2b61934ddc3d90f

Aliases

arxiv: 2002.00874 · arxiv_version: 2002.00874v6 · doi: 10.48550/arxiv.2002.00874 · pith_short_12: BC4OVNE6R2QI · pith_short_16: BC4OVNE6R2QI5YML · pith_short_8: BC4OVNE6

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/BC4OVNE6R2QI5YMLSXPGYQJN2O \
  | 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: 08b8eab49e8ea08ee18b95de6c412dd3ae423d4eaa0443eaa2b61934ddc3d90f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "879f70222f7aabd1c8abf32c26437e85206f61802e330707de73827d5dae23ff",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-03T16:42:01Z",
    "title_canon_sha256": "42bf896a9aa76075271406183640fbd4e9d0cec0ae1a2293568d465cf151bc28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.00874",
    "kind": "arxiv",
    "version": 6
  }
}