Pith Number

pith:DXP7OMN4

pith:2023:DXP7OMN4E6ENZHTMIBBAFOEN22

not attested not anchored not stored refs pending

Transport meets Variational Inference: Controlled Monte Carlo Diffusions

Denis Blessing, Francisco Vargas, Nikolas N\"usken, Shreyas Padhy

arxiv:2307.01050 v12 · 2023-07-03 · stat.ML · 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{DXP7OMN4E6ENZHTMIBBAFOEN22}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

4 papers in Pith

Weak Poincar\'e Inequalities via Approximate Stochastic Localization: Application to Sampling the Sherrington-Kirkpatrick Model

Scalable Inference-Time Annealing with Surrogate Likelihood Estimators

Potential Hessian Ascent III: Sampling the Sherrington--Kirkpatrick Model at Beta < 1/2

Receipt and verification

First computed	2026-07-05T10:59:45.705771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ddff731bc2788dc9e6c404202b88dd6954b15d74262399e35fb4a83fb477d42

Aliases

arxiv: 2307.01050 · arxiv_version: 2307.01050v12 · doi: 10.48550/arxiv.2307.01050 · pith_short_12: DXP7OMN4E6EN · pith_short_16: DXP7OMN4E6ENZHTM · pith_short_8: DXP7OMN4

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/DXP7OMN4E6ENZHTMIBBAFOEN22 \
  | 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: 1ddff731bc2788dc9e6c404202b88dd6954b15d74262399e35fb4a83fb477d42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05a822b50b306cc38bed4c342387dd8a01be0ba8dd4d29fac5281916ee256101",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-03T14:28:36Z",
    "title_canon_sha256": "83ea83c95c050c2f3e7b776f89884a0e032667dcf3d8e75c83b19e6732e4ba43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01050",
    "kind": "arxiv",
    "version": 12
  }
}