Pith Number

pith:KJK4NZM5

pith:2021:KJK4NZM52VGNRRUUNIXUIR7BBK

not attested not anchored not stored refs pending

Finite-Time Convergence Rates of Nonlinear Two-Time-Scale Stochastic Approximation under Markovian Noise

Thinh T. Doan

arxiv:2104.01627 v1 · 2021-04-04 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KJK4NZM52VGNRRUUNIXUIR7BBK}

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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

3 papers in Pith

Finite-Time Decoupled Convergence in Nonlinear Two-Time-Scale Stochastic Approximation

Structure from Strategic Interaction & Uncertainty: Risk Sensitive Games for Robust Preference Learning

Receipt and verification

First computed	2026-07-05T02:29:02.058021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5255c6e59dd54cd8c6946a2f4447e10a99e625be062f0d67f9ce569d0613de20

Aliases

arxiv: 2104.01627 · arxiv_version: 2104.01627v1 · doi: 10.48550/arxiv.2104.01627 · pith_short_12: KJK4NZM52VGN · pith_short_16: KJK4NZM52VGNRRUU · pith_short_8: KJK4NZM5

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/KJK4NZM52VGNRRUUNIXUIR7BBK \
  | 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: 5255c6e59dd54cd8c6946a2f4447e10a99e625be062f0d67f9ce569d0613de20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcf2362a8e851ed194839947ca30c0138dc8fdddcc727b35e75f3974c9cbc856",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-04-04T15:19:19Z",
    "title_canon_sha256": "a1b8b65e3634b2fd80a18db393e9a82023af595581a6b7fb888a66d41b49ee4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.01627",
    "kind": "arxiv",
    "version": 1
  }
}