Pith Number

pith:D6C5IYS6

pith:2023:D6C5IYS6ULF2CLUAWKA4IEPHAN

not attested not anchored not stored refs pending

Algorithm Selection for Deep Active Learning with Imbalanced Datasets

Jifan Zhang, Robert Nowak, Saurabh Verma, Shuai Shao

arxiv:2302.07317 v3 · 2023-02-14 · cs.LG · cs.AI · 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{D6C5IYS6ULF2CLUAWKA4IEPHAN}

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

Labeled TrustSet Guided: Batch Active Learning with Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:24:48.246207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f85d4625ea2cba12e80b281c411e7034a2f9663f3752727f03c9469c40bd33c

Aliases

arxiv: 2302.07317 · arxiv_version: 2302.07317v3 · doi: 10.48550/arxiv.2302.07317 · pith_short_12: D6C5IYS6ULF2 · pith_short_16: D6C5IYS6ULF2CLUA · pith_short_8: D6C5IYS6

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/D6C5IYS6ULF2CLUAWKA4IEPHAN \
  | 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: 1f85d4625ea2cba12e80b281c411e7034a2f9663f3752727f03c9469c40bd33c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ffa4a09275e2c04cc54d01c88bf141bed6127288fd2360b24411170eb800e29",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-14T19:59:49Z",
    "title_canon_sha256": "ac294555ee013fc9de46409d6291b44ce3dffac52f980d65c72f0e6112fa35e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07317",
    "kind": "arxiv",
    "version": 3
  }
}