Pith Number

pith:SWUU2M25

pith:2025:SWUU2M25F5G3G3BNUXAIC2E43Z

not attested not anchored not stored refs pending

Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression

Devjeet Raj Roy, Hooman Shahrokhi, Janaradhan Rao Doppa, Venera Arnaoudova, Yan Yan

arxiv:2503.10512 v2 · 2025-03-13 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWUU2M25F5G3G3BNUXAIC2E43Z}

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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

Strategic Decision Support for AI Agents

Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise

Receipt and verification

First computed	2026-07-05T11:22:37.718157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95a94d335d2f4db36c2da5c081689cde6eff0e6fc3958e06050a6f4ec8a02d92

Aliases

arxiv: 2503.10512 · arxiv_version: 2503.10512v2 · doi: 10.48550/arxiv.2503.10512 · pith_short_12: SWUU2M25F5G3 · pith_short_16: SWUU2M25F5G3G3BN · pith_short_8: SWUU2M25

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/SWUU2M25F5G3G3BNUXAIC2E43Z \
  | 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: 95a94d335d2f4db36c2da5c081689cde6eff0e6fc3958e06050a6f4ec8a02d92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbe1966193bd9e7feab2f133e98b9de0598e624964cf0c679394c6a591735b6a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-13T16:16:23Z",
    "title_canon_sha256": "68ebffa23481bd9805d5e52117b00accea58dc93059d31ba1c8c49bcaf26bc5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10512",
    "kind": "arxiv",
    "version": 2
  }
}