Pith Number

pith:HC3X3S2K

pith:2024:HC3X3S2KULLCMJB24EW2236Y54

not attested not anchored not stored refs pending

Spectral Representation for Causal Estimation with Hidden Confounders

Antoine Moulin, Arthur Gretton, Bo Dai, Haotian Sun, Tongzheng Ren

arxiv:2407.10448 v2 · 2024-07-15 · cs.LG · 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{HC3X3S2KULLCMJB24EW2236Y54}

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.

Receipt and verification

First computed	2026-07-05T10:28:19.144486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38b77dcb4aa2d626243ae12dad6fd8ef3f073fedc98a6f4777188550e703f851

Aliases

arxiv: 2407.10448 · arxiv_version: 2407.10448v2 · doi: 10.48550/arxiv.2407.10448 · pith_short_12: HC3X3S2KULLC · pith_short_16: HC3X3S2KULLCMJB2 · pith_short_8: HC3X3S2K

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/HC3X3S2KULLCMJB24EW2236Y54 \
  | 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: 38b77dcb4aa2d626243ae12dad6fd8ef3f073fedc98a6f4777188550e703f851

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f8b735b47c2740079e98d4fa477b699f7579ea68e87ecc1e7be6802fe30907c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-15T05:39:56Z",
    "title_canon_sha256": "2c77c0d7fc605189010778f214826936fbc696099c26a78c43ceb97b4c4f523c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10448",
    "kind": "arxiv",
    "version": 2
  }
}