Pith Number

pith:7I3PQZBK

pith:2024:7I3PQZBKPBKSBANR5AJBIPK73L

not attested not anchored not stored refs pending

LoSAM: Local Search in Additive Noise Models with Mixed Mechanisms and General Noise for Global Causal Discovery

Kyra Gan, Promit Ghosal, Sujai Hiremath

arxiv:2410.11759 v5 · 2024-10-15 · 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{7I3PQZBKPBKSBANR5AJBIPK73L}

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

When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery

Receipt and verification

First computed	2026-07-05T11:23:19.293180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa36f8642a78552081b1e812143d5fdac1ede5395453b7768f13ad19720cfade

Aliases

arxiv: 2410.11759 · arxiv_version: 2410.11759v5 · doi: 10.48550/arxiv.2410.11759 · pith_short_12: 7I3PQZBKPBKS · pith_short_16: 7I3PQZBKPBKSBANR · pith_short_8: 7I3PQZBK

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/7I3PQZBKPBKSBANR5AJBIPK73L \
  | 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: fa36f8642a78552081b1e812143d5fdac1ede5395453b7768f13ad19720cfade

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "626e565889f8298584884d2dc037c8502cecf4dd9002d77af887f96bc9285452",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-15T16:28:55Z",
    "title_canon_sha256": "782b3134627f3475c8968487b043f70c847119ffd43d1bbbe1c88703256d6799"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11759",
    "kind": "arxiv",
    "version": 5
  }
}