Pith Number

pith:V7OWCYFS

pith:2024:V7OWCYFSUSSEN2KSFW6LHENVFH

not attested not anchored not stored refs pending

Addressing Misspecification in Simulation-based Inference through Data-driven Calibration

Antoine Wehenkel, Guillermo Sapiro, Jens Behrmann, J\"orn-Henrik Jacobsen, Juan L. Gamella, Marco Cuturi, Ozan Sener

arxiv:2405.08719 v2 · 2024-05-14 · stat.ML · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7OWCYFSUSSEN2KSFW6LHENVFH}

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

Field-level weak lensing cosmology with $<100$ simulations using multifidelity simulation-based inference

A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios

End-to-End Population Inference from Gravitational-Wave Strain using Transformers

Machine Learning Techniques for Astrophysics and Cosmology: Simulation-Based Inference

Receipt and verification

First computed	2026-07-05T11:12:17.594993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afdd6160b2a4a446e9522dbcb391b529c6d9f2ea6496616655d0003ac5ed3f84

Aliases

arxiv: 2405.08719 · arxiv_version: 2405.08719v2 · doi: 10.48550/arxiv.2405.08719 · pith_short_12: V7OWCYFSUSSE · pith_short_16: V7OWCYFSUSSEN2KS · pith_short_8: V7OWCYFS

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/V7OWCYFSUSSEN2KSFW6LHENVFH \
  | 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: afdd6160b2a4a446e9522dbcb391b529c6d9f2ea6496616655d0003ac5ed3f84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "748fd22f7afb2319790b24d862298a77e1807020e0f34ff0b359d06621443ff7",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-14T16:04:39Z",
    "title_canon_sha256": "0c3b6e4b04ada0c15ca629a153bc8b4d82e8a1f21b55aca0d441efdffb6e2dcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08719",
    "kind": "arxiv",
    "version": 2
  }
}