Pith Number

pith:AGD3CFGA

pith:2023:AGD3CFGAUXFOTO3VKI2THTSRS5

not attested not anchored not stored refs pending

Streaming Active Learning with Deep Neural Networks

Akanksha Saran, Akshay Krishnamurthy, John Langford, Jordan T. Ash, Safoora Yousefi

arxiv:2303.02535 v2 · 2023-03-05 · 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{AGD3CFGAUXFOTO3VKI2THTSRS5}

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	2026-07-05T06:18:21.009981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0187b114c0a5cae9bb75523533ce519768e69b07b2f8849ee54e39df97a7e025

Aliases

arxiv: 2303.02535 · arxiv_version: 2303.02535v2 · doi: 10.48550/arxiv.2303.02535 · pith_short_12: AGD3CFGAUXFO · pith_short_16: AGD3CFGAUXFOTO3V · pith_short_8: AGD3CFGA

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/AGD3CFGAUXFOTO3VKI2THTSRS5 \
  | 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: 0187b114c0a5cae9bb75523533ce519768e69b07b2f8849ee54e39df97a7e025

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5eeb5749487a26d771cc2910016245e5626c9ba4aea435c4d35dfa4e4ce5038f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-05T00:57:28Z",
    "title_canon_sha256": "73d8998281f991c95a8dde49a4c9651a474bfdd428ffd0a6d8f86ddd3e98a507"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02535",
    "kind": "arxiv",
    "version": 2
  }
}