Pith Number

pith:EOFE776A

pith:2022:EOFE776AEVE7GREU5Z6BIYMBAX

not attested not anchored not stored refs pending

Unifying Approaches in Active Learning and Active Sampling via Fisher Information and Information-Theoretic Quantities

Andreas Kirsch, Yarin Gal

arxiv:2208.00549 v2 · 2022-08-01 · cs.LG · cs.AI · cs.IR · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EOFE776AEVE7GREU5Z6BIYMBAX}

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

4 papers in Pith

From Uncertainty to Stability and Fidelity: Guiding Sparse-View 3D Gaussian Splatting with Fisher Information

ATLAS: Active Theory Learning for Automated Science

Uncertainty-driven 3D Gaussian Splatting Active Mapping via Anisotropic Visibility Field

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization

Receipt and verification

First computed	2026-07-05T05:13:36.762289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

238a4fffc02549f34494ee7c14618105d1c30e8b3226c725a1806566f12d152d

Aliases

arxiv: 2208.00549 · arxiv_version: 2208.00549v2 · doi: 10.48550/arxiv.2208.00549 · pith_short_12: EOFE776AEVE7 · pith_short_16: EOFE776AEVE7GREU · pith_short_8: EOFE776A

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/EOFE776AEVE7GREU5Z6BIYMBAX \
  | 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: 238a4fffc02549f34494ee7c14618105d1c30e8b3226c725a1806566f12d152d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f8bf6bec6656ecb4c6d32e3dc44890a02bc7b933ac9b14f2bcd5dc6d9fa7d9a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-01T00:36:57Z",
    "title_canon_sha256": "736f1bdb2408f797c4aecd16c5af5d9f8d8732bdd6d84e3b55e171b5abecf31d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.00549",
    "kind": "arxiv",
    "version": 2
  }
}