Pith Number

pith:5GEQ3OWO

pith:2025:5GEQ3OWOC2NQOYOYVSQ63F22TQ

not attested not anchored not stored refs pending

Randomized Pairwise Learning with Adaptive Sampling: A PAC-Bayes Analysis

Ata Kab\'an, Sijia Zhou, Yunwen Lei

arxiv:2504.02957 v2 · 2025-04-03 · 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{5GEQ3OWOC2NQOYOYVSQ63F22TQ}

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

Doing well with less! On Sampling Techniques for Empirical Pairwise Loss Estimation/Minimization

Receipt and verification

First computed	2026-07-05T10:46:23.650858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9890dbace169b0761d8aca1ed975a9c00815f547aafca400cc4ac2962f2c01f

Aliases

arxiv: 2504.02957 · arxiv_version: 2504.02957v2 · doi: 10.48550/arxiv.2504.02957 · pith_short_12: 5GEQ3OWOC2NQ · pith_short_16: 5GEQ3OWOC2NQOYOY · pith_short_8: 5GEQ3OWO

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/5GEQ3OWOC2NQOYOYVSQ63F22TQ \
  | 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: e9890dbace169b0761d8aca1ed975a9c00815f547aafca400cc4ac2962f2c01f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1358fe5f8fffd8d4ed4633805ef30ba414563f0524e4b2a6958a7579ea9221ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-03T18:24:01Z",
    "title_canon_sha256": "535be34bfa93b94d679c4e749f1ec942b37c6d0cbce4c8a8f49f91a359fa723d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02957",
    "kind": "arxiv",
    "version": 2
  }
}