Pith Number

pith:5OWWNIR2

pith:2024:5OWWNIR22A4UKUF3NNQ3AJZCPA

not attested not anchored not stored refs pending

Stable Training of Normalizing Flows for High-dimensional Variational Inference

Daniel Andrade

arxiv:2402.16408 v1 · 2024-02-26 · 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{5OWWNIR22A4UKUF3NNQ3AJZCPA}

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

1 paper in Pith

Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI

Receipt and verification

First computed	2026-07-05T07:49:21.119081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebad66a23ad0394550bb6b61b02722780bd48a7dd3aa3b62df991a6213d23f63

Aliases

arxiv: 2402.16408 · arxiv_version: 2402.16408v1 · doi: 10.48550/arxiv.2402.16408 · pith_short_12: 5OWWNIR22A4U · pith_short_16: 5OWWNIR22A4UKUF3 · pith_short_8: 5OWWNIR2

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/5OWWNIR22A4UKUF3NNQ3AJZCPA \
  | 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: ebad66a23ad0394550bb6b61b02722780bd48a7dd3aa3b62df991a6213d23f63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d688f5e2ea383fdc4dda22a5c874a46d3bdce8eaa000d07da345da280a26481d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-26T09:04:07Z",
    "title_canon_sha256": "93817adb08f4b6bd220e3f2f9a0b07460869269c33211ef527f246d0dfbdbf2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16408",
    "kind": "arxiv",
    "version": 1
  }
}