Pith Number

pith:YTTU5TNT

pith:2024:YTTU5TNTAKPA5NDW6Y4XPTFMPA

not attested not anchored not stored refs pending

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Bernhard Sch\"olkopf, Klaus-Rudolf Kladny, Michael Muehlebach

arxiv:2410.01660 v2 · 2024-10-02 · 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{YTTU5TNTAKPA5NDW6Y4XPTFMPA}

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

Strategic Decision Support for AI Agents

Receipt and verification

First computed	2026-07-05T10:14:46.002805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4e74ecdb3029e0eb476f63977ccac781fe59b41430f79b676844ceef6bcd03f

Aliases

arxiv: 2410.01660 · arxiv_version: 2410.01660v2 · doi: 10.48550/arxiv.2410.01660 · pith_short_12: YTTU5TNTAKPA · pith_short_16: YTTU5TNTAKPA5NDW · pith_short_8: YTTU5TNT

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/YTTU5TNTAKPA5NDW6Y4XPTFMPA \
  | 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: c4e74ecdb3029e0eb476f63977ccac781fe59b41430f79b676844ceef6bcd03f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da5621915978023cafef198a0b78236dc009d088ee9237d3ac610ce50026a369",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T15:26:52Z",
    "title_canon_sha256": "a92e2a50d10e5b0c394c7a6c546e9b612dcbd94f1cf10076150e994e61652b93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01660",
    "kind": "arxiv",
    "version": 2
  }
}