Pith Number

pith:26DZMGP2

pith:2024:26DZMGP2JY4GZWRR5OLY2TFAZJ

not attested not anchored not stored refs pending

Neural Active Learning Meets the Partial Monitoring Framework

Audrey Durand, Maxime Heuillet, Ola Ahmad

arxiv:2405.08921 v1 · 2024-05-14 · 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{26DZMGP2JY4GZWRR5OLY2TFAZJ}

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	2026-07-05T08:19:10.893413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7879619fa4e386cda31eb978d4ca0ca6331869ee88ed3ef894573ea756d97e0

Aliases

arxiv: 2405.08921 · arxiv_version: 2405.08921v1 · doi: 10.48550/arxiv.2405.08921 · pith_short_12: 26DZMGP2JY4G · pith_short_16: 26DZMGP2JY4GZWRR · pith_short_8: 26DZMGP2

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/26DZMGP2JY4GZWRR5OLY2TFAZJ \
  | 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: d7879619fa4e386cda31eb978d4ca0ca6331869ee88ed3ef894573ea756d97e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0efee46c40556495d8d735a3e4643265d378decfafa6973ea7ff6fa667ebba26",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-14T19:25:37Z",
    "title_canon_sha256": "fdbca778fa7efa3da8583b1a5ff829129f321546f404a185ab64107e48de529f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08921",
    "kind": "arxiv",
    "version": 1
  }
}