Pith Number

pith:45ER5KQ4

pith:2025:45ER5KQ42VYTX746SZD6WDFOIF

not attested not anchored not stored refs pending

MiniMax Learning of Interpretable Factored Stochastic Policies from Conjoint Data, with Uncertainty Quantification

Connor T. Jerzak, Priyanshi Chandra, Rishi Hazra

arxiv:2504.19043 v3 · 2025-04-26 · 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{45ER5KQ42VYTX746SZD6WDFOIF}

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.

Receipt and verification

First computed	2026-06-01T02:03:23.457936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7491eaa1cd5713bff9e9647eb0cae4167174f4fc8ea7119cda79fc7a31da8d8

Aliases

arxiv: 2504.19043 · arxiv_version: 2504.19043v3 · doi: 10.48550/arxiv.2504.19043 · pith_short_12: 45ER5KQ42VYT · pith_short_16: 45ER5KQ42VYTX746 · pith_short_8: 45ER5KQ4

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/45ER5KQ42VYTX746SZD6WDFOIF \
  | 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: e7491eaa1cd5713bff9e9647eb0cae4167174f4fc8ea7119cda79fc7a31da8d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34df9f8066a36cdce6ae498b28fe9833527c50c9a5abf5d0342a0d5bf51aa80e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-04-26T22:35:58Z",
    "title_canon_sha256": "39cb57572782c8d7243825409c0b92d53510f3fb65cd82f3fc9979a7f24b6cf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19043",
    "kind": "arxiv",
    "version": 3
  }
}