Pith Number

pith:I6JNOZXS

pith:2023:I6JNOZXSQPD4CCD3NO3PD7CHTP

not attested not anchored not stored refs pending

Accelerating Batch Active Learning Using Continual Learning Techniques

Arnav Das, Gantavya Bhatt, Jeff Bilmes, Megh Bhalerao, Rui Yang, Vianne Gao

arxiv:2305.06408 v2 · 2023-05-10 · 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{I6JNOZXSQPD4CCD3NO3PD7CHTP}

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	2026-07-05T07:23:26.110924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4792d766f283c7c1087b6bb6f1fc479bf9652c1e48a56d3a7a27938212f4eeea

Aliases

arxiv: 2305.06408 · arxiv_version: 2305.06408v2 · doi: 10.48550/arxiv.2305.06408 · pith_short_12: I6JNOZXSQPD4 · pith_short_16: I6JNOZXSQPD4CCD3 · pith_short_8: I6JNOZXS

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/I6JNOZXSQPD4CCD3NO3PD7CHTP \
  | 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: 4792d766f283c7c1087b6bb6f1fc479bf9652c1e48a56d3a7a27938212f4eeea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fc86aadd1c04ebc7918b38ca31b288797b4fa9c42bdad4dbf6132b671deb275",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-10T18:34:05Z",
    "title_canon_sha256": "47d4f89fde4b2ff095604fbcb242f5e998f600a40686a35228ede819e0a2799e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.06408",
    "kind": "arxiv",
    "version": 2
  }
}