Pith Number

pith:AZXHQQ3L

pith:2024:AZXHQQ3L3DDPVXBVRW3IZ6CDOZ

not attested not anchored not stored refs pending

BlackJAX: Composable Bayesian inference in JAX

Adrien Corenflos, Alberto Cabezas, Antoine Carnec, Carlos Iguaran, Dan Foreman-Mackey, Gerardo Dur\'an-Mart\'in, Jeremie Coullon, Juan Camilo Orduz, Junpeng Lao, Karm Patel, Kaustubh Chaudhari, Kevin Murphy, Marcin Elantkowski, Martin Lysy, Michele Gregori, Ravin Kumar, R\'emi Louf, Reuben Cohn-Gordon, Rob Zinkov, Sam Duffield, Wei Deng, Xi Wang

arxiv:2402.10797 v2 · 2024-02-16 · cs.MS · cs.LG · stat.CO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZXHQQ3L3DDPVXBVRW3IZ6CDOZ}

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

20 papers in Pith

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Flow-based generative models for amortized Bayesian inference in regression and inverse PDE problems

The mass of TOI-1883 b: A low density super-Neptune in the ridge regime transiting an early-M dwarf

SchwarMAX: a GPU-friendly Schwarzschild orbit-superposition modelling framework

Numerical polology: towards next-generation model-building for cosmology

Receipt and verification

First computed	2026-07-05T07:48:03.882603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

066e78436bd8c6fadc358db68cf843767e20e50c0513f7a1e44b179c0548bd4b

Aliases

arxiv: 2402.10797 · arxiv_version: 2402.10797v2 · doi: 10.48550/arxiv.2402.10797 · pith_short_12: AZXHQQ3L3DDP · pith_short_16: AZXHQQ3L3DDPVXBV · pith_short_8: AZXHQQ3L

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/AZXHQQ3L3DDPVXBVRW3IZ6CDOZ \
  | 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: 066e78436bd8c6fadc358db68cf843767e20e50c0513f7a1e44b179c0548bd4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd9466feb14a061f6ad80c1b221b34c2d02e47913b2a8bffcac185437eab8243",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MS",
    "submitted_at": "2024-02-16T16:21:02Z",
    "title_canon_sha256": "9342eaded6e0efccb863d306b99026dab9e0363a8af7e0eac5ba06907e8fd073"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10797",
    "kind": "arxiv",
    "version": 2
  }
}