Pith Number

pith:UBMYD5TL

pith:2022:UBMYD5TLCAM7JRMWVC6IO6CTNL

not attested not anchored not stored refs pending

Improved Algorithms for Neural Active Learning

Arindam Banerjee, Hanghang Tong, Jingrui He, Yikun Ban, Yuheng Zhang

arxiv:2210.00423 v3 · 2022-10-02 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UBMYD5TLCAM7JRMWVC6IO6CTNL}

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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

1 paper in Pith

Constrained Online Decision-Making: A Unified Framework

Receipt and verification

First computed	2026-07-05T05:33:18.773893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a05981f66b1019f4c596a8bc8778536ac3722872b1b6ccb7b59961c1d4231437

Aliases

arxiv: 2210.00423 · arxiv_version: 2210.00423v3 · doi: 10.48550/arxiv.2210.00423 · pith_short_12: UBMYD5TLCAM7 · pith_short_16: UBMYD5TLCAM7JRMW · pith_short_8: UBMYD5TL

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/UBMYD5TLCAM7JRMWVC6IO6CTNL \
  | 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: a05981f66b1019f4c596a8bc8778536ac3722872b1b6ccb7b59961c1d4231437

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e214c6710a96230f18c5222fbb77dc0c8fece4831d92890d28873cb1d1f06287",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T05:03:38Z",
    "title_canon_sha256": "b62b7157bb01c670f61fb29e89edc787dcd803f4cba8e75a2b07565021bf5259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00423",
    "kind": "arxiv",
    "version": 3
  }
}