Pith Number

pith:DZSQYMFM

pith:2024:DZSQYMFMZQFFSSGK2LP2BZRYIA

not attested not anchored not stored refs pending

Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling

Anna Korba, David Rohde, Imad Aouali, Victor-Emmanuel Brunel

arxiv:2406.03434 v1 · 2024-06-05 · cs.LG · cs.AI · 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{DZSQYMFMZQFFSSGK2LP2BZRYIA}

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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

1 paper in Pith

Information-Theoretic Generative Clustering of Documents

Receipt and verification

First computed	2026-07-05T08:27:56.749252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e650c30accc0a5948cad2dfa0e638403e3eda6ceb07800481da1666b721eeba

Aliases

arxiv: 2406.03434 · arxiv_version: 2406.03434v1 · doi: 10.48550/arxiv.2406.03434 · pith_short_12: DZSQYMFMZQFF · pith_short_16: DZSQYMFMZQFFSSGK · pith_short_8: DZSQYMFM

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/DZSQYMFMZQFFSSGK2LP2BZRYIA \
  | 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: 1e650c30accc0a5948cad2dfa0e638403e3eda6ceb07800481da1666b721eeba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3214cf2a28cb33a29a4581c44bedadb8a459f0d5400e3ca3eaa944e995c1f5a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T16:32:14Z",
    "title_canon_sha256": "3e4c2512fca0627269c8174e02c47864677010b08b5f4f165b2acb359d2822eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03434",
    "kind": "arxiv",
    "version": 1
  }
}