Pith Number

pith:JBGD3HJI

pith:2024:JBGD3HJIDPS6KPQT3S57W5LOET

not attested not anchored not stored refs pending

Contrastive representations of high-dimensional, structured treatments

Athanasios Vlontzos, Ciaran M. Gilligan-Lee, Michael O'Riordan, Oriol Corcoll Andreu

arxiv:2411.19245 v1 · 2024-11-28 · stat.ML · cs.AI · 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{JBGD3HJIDPS6KPQT3S57W5LOET}

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

Learning Treatment Representations for Downstream Instrumental Variable Regression

Receipt and verification

First computed	2026-07-05T09:41:59.719472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

484c3d9d281be5e53e13dcbbfb756e24e119f7419d7e577b8894d564a5ad6e5a

Aliases

arxiv: 2411.19245 · arxiv_version: 2411.19245v1 · doi: 10.48550/arxiv.2411.19245 · pith_short_12: JBGD3HJIDPS6 · pith_short_16: JBGD3HJIDPS6KPQT · pith_short_8: JBGD3HJI

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/JBGD3HJIDPS6KPQT3S57W5LOET \
  | 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: 484c3d9d281be5e53e13dcbbfb756e24e119f7419d7e577b8894d564a5ad6e5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "157743dde0b15df3b5a369b051f15362a9cde07455a2b10581af727c6508bea3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-28T16:33:31Z",
    "title_canon_sha256": "399454af999c2df80a581f4f97962342e7643ab0c5d0df785a6333ab5f404bbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19245",
    "kind": "arxiv",
    "version": 1
  }
}