Pith Number

pith:DVCZS5H5

pith:2024:DVCZS5H5BRJQMTN572EGTT4E3Q

not attested not anchored not stored refs pending

Compute-Efficient Active Learning

G\'abor N\'emeth, Tam\'as Matuszka

arxiv:2401.07639 v1 · 2024-01-15 · 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{DVCZS5H5BRJQMTN572EGTT4E3Q}

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

Labeled TrustSet Guided: Batch Active Learning with Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:34:00.729139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d459974fd0c53064dbdfe8869cf84dc279becf819a1df2b781c3c30f4868af5

Aliases

arxiv: 2401.07639 · arxiv_version: 2401.07639v1 · doi: 10.48550/arxiv.2401.07639 · pith_short_12: DVCZS5H5BRJQ · pith_short_16: DVCZS5H5BRJQMTN5 · pith_short_8: DVCZS5H5

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/DVCZS5H5BRJQMTN572EGTT4E3Q \
  | 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: 1d459974fd0c53064dbdfe8869cf84dc279becf819a1df2b781c3c30f4868af5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58e7e6e952cc137d31f683217bec9b8625dd219f8f5fc407b00d5f73945a2e9c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-15T12:32:07Z",
    "title_canon_sha256": "63e286102d511f3de22263d8285fef8c2cd91afa5d109a021f5256b54909f15e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.07639",
    "kind": "arxiv",
    "version": 1
  }
}