Pith Number

pith:4N73GLIK

pith:2019:4N73GLIK3O3OLXLOKOCBBZULCH

not attested not anchored not stored refs pending

BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

Andreas Kirsch, Joost van Amersfoort, Yarin Gal

arxiv:1906.08158 v2 · 2019-06-19 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4N73GLIK3O3OLXLOKOCBBZULCH}

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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

3 papers in Pith

AURA: Adaptive Uncertainty-aware Refinement for LLM-as-a-Judge Auditing

Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions

Testing the Assumptions of Active Learning for Translation Tasks with Few Samples

Receipt and verification

First computed	2026-07-05T00:15:06.572684Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e37fb32d0adbb6e5dd6e538410e68b11f838cee13ff1bac9eadca979780c8e2c

Aliases

arxiv: 1906.08158 · arxiv_version: 1906.08158v2 · doi: 10.48550/arxiv.1906.08158 · pith_short_12: 4N73GLIK3O3O · pith_short_16: 4N73GLIK3O3OLXLO · pith_short_8: 4N73GLIK

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/4N73GLIK3O3OLXLOKOCBBZULCH \
  | 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: e37fb32d0adbb6e5dd6e538410e68b11f838cee13ff1bac9eadca979780c8e2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "044454d2202f161094b8f48512703bce8b20fe960a9a282f750d4b814bfc920f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-19T15:35:07Z",
    "title_canon_sha256": "6d976448384fb858aebfcf896023769d626c8251898c418e3c7a3b97cc241b6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.08158",
    "kind": "arxiv",
    "version": 2
  }
}