Pith Number

pith:BFLXE6ZT

pith:2021:BFLXE6ZTUZS3BUTGNDEJAKOOVO

not attested not anchored not stored refs pending

Causal Inference Under Unmeasured Confounding With Negative Controls: A Minimax Learning Approach

Masatoshi Uehara, Nathan Kallus, Xiaojie Mao

arxiv:2103.14029 v4 · 2021-03-25 · stat.ML · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BFLXE6ZTUZS3BUTGNDEJAKOOVO}

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

3 papers in Pith

Proximal Mediation Analysis with Hidden Recanting Witnesses

Decision-Aware Proximal Bridge Learning for Optimal Treatment Selection

Proximal Path-Specific Inference

Receipt and verification

First computed	2026-07-05T05:04:24.958952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0957727b33a665b0d26668c89029ceab9443cc56d661a39f297f2568aacdc0e1

Aliases

arxiv: 2103.14029 · arxiv_version: 2103.14029v4 · doi: 10.48550/arxiv.2103.14029 · pith_short_12: BFLXE6ZTUZS3 · pith_short_16: BFLXE6ZTUZS3BUTG · pith_short_8: BFLXE6ZT

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/BFLXE6ZTUZS3BUTGNDEJAKOOVO \
  | 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: 0957727b33a665b0d26668c89029ceab9443cc56d661a39f297f2568aacdc0e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "992283ab9a4244d37f66b670a42f868fb5338ffddab006a92769d554636a1d61",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-03-25T17:59:19Z",
    "title_canon_sha256": "2eae42fc0be2b6190436fff1e2898ffb1d8e999753e1f09629ae2e590cb0f314"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.14029",
    "kind": "arxiv",
    "version": 4
  }
}