Pith Number

pith:JW3FMHRR

pith:2026:JW3FMHRR5DK2FOFSMDPXAS3GVX

not attested not anchored not stored refs pending

Adaptive Bayesian Online Learning via Expert Aggregation

Ilsang Ohn, Jungbin Jun

arxiv:2607.20239 v1 · 2026-07-22 · 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{JW3FMHRR5DK2FOFSMDPXAS3GVX}

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	2026-07-23T01:25:09.581129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4db6561e31e8d5a2b8b260df704b66addfa21e67479921243d761eddbdcbb3ef

Aliases

arxiv: 2607.20239 · arxiv_version: 2607.20239v1 · doi: 10.48550/arxiv.2607.20239 · pith_short_12: JW3FMHRR5DK2 · pith_short_16: JW3FMHRR5DK2FOFS · pith_short_8: JW3FMHRR

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/JW3FMHRR5DK2FOFSMDPXAS3GVX \
  | 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: 4db6561e31e8d5a2b8b260df704b66addfa21e67479921243d761eddbdcbb3ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba64bacda8ea8f9fdd7bbd881562505ebce7f41103d47601c77913caa3ed5b44",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-22T14:59:09Z",
    "title_canon_sha256": "e3852d66117a62c4f142f0c38f8ee8762ad5f19ef5784804efd35e6d74af9fb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20239",
    "kind": "arxiv",
    "version": 1
  }
}