Pith Number

pith:3MTDPY4H

pith:2020:3MTDPY4HDMT3GMTKBX2MC5CENN

not attested not anchored not stored refs pending

Balance Regularized Neural Network Models for Causal Effect Estimation

Andrew Lee, Harish Chandran, Martin Szummer, Mehrdad Farajtabar, Peter Dolan, Vishal Gupta, Yuanjian Feng

arxiv:2011.11199 v1 · 2020-11-23 · 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{3MTDPY4HDMT3GMTKBX2MC5CENN}

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

On the Mechanistic Interpretability of Neural Networks for Causality in Bio-statistics

Receipt and verification

First computed	2026-07-05T01:53:40.550601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db2637e3871b27b3326a0df4c174446b60940dd805f4349f7092ba8f4b79034d

Aliases

arxiv: 2011.11199 · arxiv_version: 2011.11199v1 · doi: 10.48550/arxiv.2011.11199 · pith_short_12: 3MTDPY4HDMT3 · pith_short_16: 3MTDPY4HDMT3GMTK · pith_short_8: 3MTDPY4H

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/3MTDPY4HDMT3GMTKBX2MC5CENN \
  | 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: db2637e3871b27b3326a0df4c174446b60940dd805f4349f7092ba8f4b79034d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe2bb1dfe2e18b91b38a43f924563e4facbe5650d6ed5fe565c231ea3bd2fcbf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-23T04:03:55Z",
    "title_canon_sha256": "207a098219983cc0892e1425cac1b62373a8b799c786a3060554d03b5218c745"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.11199",
    "kind": "arxiv",
    "version": 1
  }
}