Pith Number

pith:HKP6A53K

pith:2021:HKP6A53K6FDVDGYEWDN6ICMOHM

not attested not anchored not stored refs pending

Triangular Flows for Generative Modeling: Statistical Consistency, Smoothness Classes, and Fast Rates

Meyer Scetbon, Nicholas J. Irons, Soumik Pal, Zaid Harchaoui

arxiv:2112.15595 v1 · 2021-12-31 · stat.ML · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HKP6A53K6FDVDGYEWDN6ICMOHM}

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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

On Measuring Intrinsic Causal Attributions in Deep Neural Networks

Receipt and verification

First computed	2026-07-05T03:44:47.887391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a9fe0776af147519b04b0dbe4098e3b123f3a7318d60d3681c9b5eb78ff3837

Aliases

arxiv: 2112.15595 · arxiv_version: 2112.15595v1 · doi: 10.48550/arxiv.2112.15595 · pith_short_12: HKP6A53K6FDV · pith_short_16: HKP6A53K6FDVDGYE · pith_short_8: HKP6A53K

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/HKP6A53K6FDVDGYEWDN6ICMOHM \
  | 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: 3a9fe0776af147519b04b0dbe4098e3b123f3a7318d60d3681c9b5eb78ff3837

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b7ee8aba4ec7246610d1def379bbde6eb70e0333e5435378b5e411d986b1dc0",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-12-31T18:57:37Z",
    "title_canon_sha256": "9b922826c2a5b3b7d4a6820766faac58806e5fdb098200b65b6e5971ea489afc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.15595",
    "kind": "arxiv",
    "version": 1
  }
}