Pith Number

pith:LZBPMQAS

pith:2020:LZBPMQASGNFGZLW6YWPXHYWVRJ

not attested not anchored not stored refs pending

On Initial Pools for Deep Active Learning

Akshay L Chandra, Chaitanya Devaguptapu, Sai Vikas Desai, Vineeth N Balasubramanian

arxiv:2011.14696 v2 · 2020-11-30 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZBPMQASGNFGZLW6YWPXHYWVRJ}

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

Active learning for efficient discovery of optimal gene combinations in the combinatorial perturbation space

Receipt and verification

First computed	2026-07-05T02:57:50.984836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e42f64012334a6caedec59f73e2d58a7dac81be72d41ed9450e96df45ca1ab3

Aliases

arxiv: 2011.14696 · arxiv_version: 2011.14696v2 · doi: 10.48550/arxiv.2011.14696 · pith_short_12: LZBPMQASGNFG · pith_short_16: LZBPMQASGNFGZLW6 · pith_short_8: LZBPMQAS

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/LZBPMQASGNFGZLW6YWPXHYWVRJ \
  | 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: 5e42f64012334a6caedec59f73e2d58a7dac81be72d41ed9450e96df45ca1ab3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b75e56277ba06c7de257e26c12061753e50df41b4cd5c37516251db18d4bbba",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-30T11:22:31Z",
    "title_canon_sha256": "82183219bcad022bf3d5a821913f14b16f396441aac4591b8b356eebf2ed9ee7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.14696",
    "kind": "arxiv",
    "version": 2
  }
}