Pith Number

pith:GZQZKZSA

pith:2024:GZQZKZSA4C4DYO4GCD5A676CUK

not attested not anchored not stored refs pending

Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent

Krishnakumar Balasubramanian, Promit Ghosal, Sayan Banerjee

arxiv:2409.08469 v3 · 2024-09-13 · math.ST · cs.LG · math.PR · stat.ML · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZQZKZSA4C4DYO4GCD5A676CUK}

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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

Stein Variational Gradient Descent dynamics for highly concentrated kernels

Receipt and verification

First computed	2026-07-05T11:17:35.767692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3661956640e0b83c3b8610fa0f7fc2a29a3e4d337a032d0416d042231bb20e77

Aliases

arxiv: 2409.08469 · arxiv_version: 2409.08469v3 · doi: 10.48550/arxiv.2409.08469 · pith_short_12: GZQZKZSA4C4D · pith_short_16: GZQZKZSA4C4DYO4G · pith_short_8: GZQZKZSA

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/GZQZKZSA4C4DYO4GCD5A676CUK \
  | 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: 3661956640e0b83c3b8610fa0f7fc2a29a3e4d337a032d0416d042231bb20e77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4810d0d913f1504ce6664763293087f75fc6dba0ff348724fe90a3dff190db00",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2024-09-13T01:49:19Z",
    "title_canon_sha256": "bed44c669935d540639a40a19aa6863c5c007726535f0dedd106bcf1b7e2bafe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08469",
    "kind": "arxiv",
    "version": 3
  }
}