Pith Number

pith:7LNX7A4H

pith:2015:7LNX7A4HR6N7TOTIYFNZDJ4ZKN

not attested not anchored not stored refs pending

Selecting Near-Optimal Learners via Incremental Data Allocation

Ashish Sabharwal, Gerald Tesauro, Horst Samulowitz

arxiv:1601.00024 v1 · 2015-12-31 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7LNX7A4HR6N7TOTIYFNZDJ4ZKN}

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	2026-05-18T01:23:32.016507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fadb7f83878f9bf9ba68c15b91a7995372055a9138452ee1f32a5398443dbb6e

Aliases

arxiv: 1601.00024 · arxiv_version: 1601.00024v1 · doi: 10.48550/arxiv.1601.00024 · pith_short_12: 7LNX7A4HR6N7 · pith_short_16: 7LNX7A4HR6N7TOTI · pith_short_8: 7LNX7A4H

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/7LNX7A4HR6N7TOTIYFNZDJ4ZKN \
  | 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: fadb7f83878f9bf9ba68c15b91a7995372055a9138452ee1f32a5398443dbb6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cb3de8421f0f2da2817842e13deced4d2b453aef9e8c6e768563acb80d21d81",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-12-31T22:19:09Z",
    "title_canon_sha256": "0ea3e3b2c232eac03c42dc82a4ab3d7886c3c416acc3b9871d0764e7c4579f15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1601.00024",
    "kind": "arxiv",
    "version": 1
  }
}