Pith Number

pith:ZLLABGMW

pith:2024:ZLLABGMWCDGSJUBBAH4OPIAMXY

not attested not anchored not stored refs pending

Influence functions and regularity tangents for efficient active learning

Frederik Eaton

arxiv:2411.15292 v2 · 2024-11-22 · cs.LG · cs.AI · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZLLABGMWCDGSJUBBAH4OPIAMXY}

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	2026-07-05T10:33:40.021494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cad600999610cd24d02101f8e7a00cbe19722f5fbc9c44caf33e54bb1ea9ae26

Aliases

arxiv: 2411.15292 · arxiv_version: 2411.15292v2 · doi: 10.48550/arxiv.2411.15292 · pith_short_12: ZLLABGMWCDGS · pith_short_16: ZLLABGMWCDGSJUBB · pith_short_8: ZLLABGMW

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/ZLLABGMWCDGSJUBBAH4OPIAMXY \
  | 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: cad600999610cd24d02101f8e7a00cbe19722f5fbc9c44caf33e54bb1ea9ae26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b0f37df0422c3dc97c9887c3203cddadb5aa2632ae8724f0ca9b2989096591c",
    "cross_cats_sorted": [
      "cs.AI",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-22T18:14:26Z",
    "title_canon_sha256": "fd29588195d6a751f7679e588350210a7a69680fb8513d03796560bd9224fafa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15292",
    "kind": "arxiv",
    "version": 2
  }
}