Pith Number

pith:HDCI2UOB

pith:2023:HDCI2UOBOYJUFEHMNANJHLM6WY

not attested not anchored not stored refs pending

On the Convergence of Coordinate Ascent Variational Inference

Anirban Bhattacharya, Debdeep Pati, Yun Yang

arxiv:2306.01122 v1 · 2023-06-01 · stat.ML · cs.LG · math.ST · stat.TH

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\usepackage{pith}
\pithnumber{HDCI2UOBOYJUFEHMNANJHLM6WY}

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Record completeness

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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

Exponential Convergence of CAVI for Bayesian PCA

Receipt and verification

First computed	2026-07-05T06:16:38.273381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38c48d51c176134290ec681a93ad9eb630dccd1b3bd126e8c8d7321e5e4b5c1f

Aliases

arxiv: 2306.01122 · arxiv_version: 2306.01122v1 · doi: 10.48550/arxiv.2306.01122 · pith_short_12: HDCI2UOBOYJU · pith_short_16: HDCI2UOBOYJUFEHM · pith_short_8: HDCI2UOB

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/HDCI2UOBOYJUFEHMNANJHLM6WY \
  | 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: 38c48d51c176134290ec681a93ad9eb630dccd1b3bd126e8c8d7321e5e4b5c1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a2f95eff33f8b0d0d2c77e0ef9f360182d1d53f384c52828659018e9a92561c",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-01T20:19:30Z",
    "title_canon_sha256": "1980bbe553d352f800da7f05ae1067c44c8cf2a4d3201990e428cb95ef823ef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01122",
    "kind": "arxiv",
    "version": 1
  }
}