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Pith Number

pith:H6ZXHZVV

pith:2025:H6ZXHZVVEGXPRZB6SYWTTC6LIS
not attested not anchored not stored refs pending

kTULA: A Langevin sampling algorithm with improved KL bounds under super-linear log-gradients

Iosif Lytras, Sotirios Sabanis, Ying Zhang

arxiv:2506.04878 v1 · 2025-06-05 · math.ST · cs.LG · math.PR · stat.ML · stat.TH

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\usepackage{pith}
\pithnumber{H6ZXHZVVEGXPRZB6SYWTTC6LIS}

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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

Receipt and verification
First computed 2026-07-05T11:16:38.408311Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3fb373e6b521aef8e43e962d398bcb449ec943aa4f86cde63f50eb81cac90d7c

Aliases

arxiv: 2506.04878 · arxiv_version: 2506.04878v1 · doi: 10.48550/arxiv.2506.04878 · pith_short_12: H6ZXHZVVEGXP · pith_short_16: H6ZXHZVVEGXPRZB6 · pith_short_8: H6ZXHZVV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/H6ZXHZVVEGXPRZB6SYWTTC6LIS \
  | 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: 3fb373e6b521aef8e43e962d398bcb449ec943aa4f86cde63f50eb81cac90d7c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4d5e0168c25bd96cddc96cb32677b55c7590b83ebd0bbf3bd040d58753a87c11",
    "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": "2025-06-05T10:51:18Z",
    "title_canon_sha256": "1ae6c9b57436a77661f6512e1bf0d22d7fac3285667f6de0dbb9b18be90d53df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04878",
    "kind": "arxiv",
    "version": 1
  }
}