Pith Number

pith:V3ZUVYL4

pith:2024:V3ZUVYL4SZ3K5NJTLTPMLCII66

not attested not anchored not stored refs pending

Tighter Learning Guarantees on Digital Computers via Concentration of Measure on Finite Spaces

A. Martina Neuman, Anastasis Kratsios, Gudmund Pammer

arxiv:2402.05576 v4 · 2024-02-08 · 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{V3ZUVYL4SZ3K5NJTLTPMLCII66}

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	2026-05-18T03:09:47.018745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aef34ae17c9676aeb5335cdec58908f7a677bbb6d241bc0ef060f641b12c6409

Aliases

arxiv: 2402.05576 · arxiv_version: 2402.05576v4 · doi: 10.48550/arxiv.2402.05576 · pith_short_12: V3ZUVYL4SZ3K · pith_short_16: V3ZUVYL4SZ3K5NJT · pith_short_8: V3ZUVYL4

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/V3ZUVYL4SZ3K5NJTLTPMLCII66 \
  | 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: aef34ae17c9676aeb5335cdec58908f7a677bbb6d241bc0ef060f641b12c6409

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d21d0ff0ec5d4981241c58d617f18a9643f6cf8ddef72bf480238f179b19640",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-08T11:23:11Z",
    "title_canon_sha256": "2219a57ced1ca304467d72744139ac436a93fd85059ee4147e985fd09970587f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05576",
    "kind": "arxiv",
    "version": 4
  }
}