Pith Number

pith:6OXOPX33

pith:2019:6OXOPX33X67OVYD5IVXB5HYI2I

not attested not anchored not stored refs pending

MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population

Ankit Sharma, Arnab Chatterjee, Garima Gupta, Gautam Shroff, Lovekesh Vig, Ranjitha Prasad

arxiv:1912.03960 v6 · 2019-12-09 · cs.LG · cs.MA · 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{6OXOPX33X67OVYD5IVXB5HYI2I}

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

Causal Learning for Heterogeneous Subgroups Based on Nonlinear Causal Kernel Clustering

Receipt and verification

First computed	2026-07-05T02:15:56.640834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3aee7df7bbfbeeae07d456e1e9f08d234274057b191b2a443e9a2ed288260aa

Aliases

arxiv: 1912.03960 · arxiv_version: 1912.03960v6 · doi: 10.48550/arxiv.1912.03960 · pith_short_12: 6OXOPX33X67O · pith_short_16: 6OXOPX33X67OVYD5 · pith_short_8: 6OXOPX33

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/6OXOPX33X67OVYD5IVXB5HYI2I \
  | 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: f3aee7df7bbfbeeae07d456e1e9f08d234274057b191b2a443e9a2ed288260aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f886e57040efaae22b3cc31f00dd53595a9e8a623c99d25532f2e58e036eca2",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-09T11:01:09Z",
    "title_canon_sha256": "d9fbc1350d815b13e232e64c306bc3d984607f7e9dc7b2c67926f74096e49761"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.03960",
    "kind": "arxiv",
    "version": 6
  }
}