Pith. sign in
Pith Number

pith:X4P7SXOD

pith:2024:X4P7SXODM5CNTIO4MSZXTI6YOR
not attested not anchored not stored refs pending

A variational approach to sampling in diffusion processes

Maxim Raginsky

arxiv:2405.00126 v1 · 2024-04-30 · math.OC · math.PR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{X4P7SXODM5CNTIO4MSZXTI6YOR}

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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 2026-07-05T08:14:08.892385Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bf1ff95dc36744d9a1dc64b379a3d87447883b73dfe658889770895ac42161e0

Aliases

arxiv: 2405.00126 · arxiv_version: 2405.00126v1 · doi: 10.48550/arxiv.2405.00126 · pith_short_12: X4P7SXODM5CN · pith_short_16: X4P7SXODM5CNTIO4 · pith_short_8: X4P7SXOD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/X4P7SXODM5CNTIO4MSZXTI6YOR \
  | 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: bf1ff95dc36744d9a1dc64b379a3d87447883b73dfe658889770895ac42161e0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a3bba323de96f4bd2f0a84b5e86f3fb46f41e587c5984dadaae9136cc72aef3c",
    "cross_cats_sorted": [
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-04-30T18:21:42Z",
    "title_canon_sha256": "ae7d805b8abe4641255a6b67e2b0d87b2f03e7ffc3dc7a7e594096c543480e77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00126",
    "kind": "arxiv",
    "version": 1
  }
}