Pith Number

pith:ECJUGOMZ

pith:2025:ECJUGOMZUACFW7TQ7SBGWDR2Z2

not attested not anchored not stored refs pending

Confidence Estimation via Sequential Likelihood Mixing

Andreas Krause, Johannes Kirschner, Michele Meziu, Mojmir Mutny

arxiv:2502.14689 v1 · 2025-02-20 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECJUGOMZUACFW7TQ7SBGWDR2Z2}

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

Best Arm Identification in Generalized Linear Bandits via Hybrid Feedback

Receipt and verification

First computed	2026-07-05T10:17:31.266431Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2093433999a0045b7e70fc826b0e3aceb7510050e175f6326b760e96bcaf0cad

Aliases

arxiv: 2502.14689 · arxiv_version: 2502.14689v1 · doi: 10.48550/arxiv.2502.14689 · pith_short_12: ECJUGOMZUACF · pith_short_16: ECJUGOMZUACFW7TQ · pith_short_8: ECJUGOMZ

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/ECJUGOMZUACFW7TQ7SBGWDR2Z2 \
  | 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: 2093433999a0045b7e70fc826b0e3aceb7510050e175f6326b760e96bcaf0cad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83316cc340cc5e2e809cfa12e66e46c928093d4962bccf56f54d8ad1d2db1fab",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-20T16:16:34Z",
    "title_canon_sha256": "99619b68f0cea15281db2e081882da6ee5a5b3ca298909111aaa80e870be5445"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14689",
    "kind": "arxiv",
    "version": 1
  }
}