Pith Number

pith:BAASIA42

pith:2020:BAASIA42K63A6WUS4DDKQF256K

not attested not anchored not stored refs pending

Deep Learning for Individual Heterogeneity

Max H. Farrell, Sanjog Misra, Tengyuan Liang

arxiv:2010.14694 v4 · 2020-10-28 · econ.EM · cs.LG · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BAASIA42K63A6WUS4DDKQF256K}

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

2 papers in Pith

Network Recovery from Cascade Data: A Debiased Jacobian-Based Machine Learning Approach

Learning Preferences from Conjoint Data: A Hybrid Structural Deep Learning Approach

Receipt and verification

First computed	2026-06-23T03:13:41.992244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

080124039a57b60f5a92e0c6a8175df29419eb523fec1100a20023cf2e616f32

Aliases

arxiv: 2010.14694 · arxiv_version: 2010.14694v4 · doi: 10.48550/arxiv.2010.14694 · pith_short_12: BAASIA42K63A · pith_short_16: BAASIA42K63A6WUS · pith_short_8: BAASIA42

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/BAASIA42K63A6WUS4DDKQF256K \
  | 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: 080124039a57b60f5a92e0c6a8175df29419eb523fec1100a20023cf2e616f32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8e3d923a46a4f4b177b5af4c54d018ca1b723cc069ba89ab261835c5d0a3c1d",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2020-10-28T01:41:47Z",
    "title_canon_sha256": "ae34641822d77f309088ab8925eeef16b9cd5f5adc7d7c0d1c79016cd5b1c30f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.14694",
    "kind": "arxiv",
    "version": 4
  }
}