Pith Number

pith:XXJ3444B

pith:2024:XXJ3444BN3G2FDB22ZKBMSW5KH

not attested not anchored not stored refs pending

Improving Distribution Alignment with Diversity-based Sampling

Andrea Napoli, Paul White

arxiv:2410.04235 v1 · 2024-10-05 · 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{XXJ3444BN3G2FDB22ZKBMSW5KH}

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

Variance Matters: Improving Domain Adaptation via Stratified Sampling

Receipt and verification

First computed	2026-07-05T09:16:31.608904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdd3be73816ecda28c3ad654164add51e2fa92b3afa9e58fe132a84ce6a65c9f

Aliases

arxiv: 2410.04235 · arxiv_version: 2410.04235v1 · doi: 10.48550/arxiv.2410.04235 · pith_short_12: XXJ3444BN3G2 · pith_short_16: XXJ3444BN3G2FDB2 · pith_short_8: XXJ3444B

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/XXJ3444BN3G2FDB22ZKBMSW5KH \
  | 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: bdd3be73816ecda28c3ad654164add51e2fa92b3afa9e58fe132a84ce6a65c9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9109b0a29001035510fdb639dc071e976ad21337f5995482314ae08e431bcc8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-05T17:26:03Z",
    "title_canon_sha256": "078d24637db429761baff3eaa7f82d48632e3d6fa9847f09e793b6c3f213d49a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04235",
    "kind": "arxiv",
    "version": 1
  }
}