Pith Number

pith:2IMHBDD7

pith:2020:2IMHBDD76D46IADELO5S4M7KJ2

not attested not anchored not stored refs pending

A Theory of Universal Learning

Amir Yehudayoff, Olivier Bousquet, Ramon van Handel, Shay Moran, Steve Hanneke

arxiv:2011.04483 v1 · 2020-11-09 · cs.LG · cs.DS · 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{2IMHBDD76D46IADELO5S4M7KJ2}

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

2 papers in Pith

Realizable Bayes-Consistency for General Metric Losses

Receipt and verification

First computed	2026-07-05T01:50:05.751116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d218708c7ff0f9e400645bbb2e33ea4eadc51bd9a2dbc8fec5db44b446cf47eb

Aliases

arxiv: 2011.04483 · arxiv_version: 2011.04483v1 · doi: 10.48550/arxiv.2011.04483 · pith_short_12: 2IMHBDD76D46 · pith_short_16: 2IMHBDD76D46IADE · pith_short_8: 2IMHBDD7

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/2IMHBDD76D46IADELO5S4M7KJ2 \
  | 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: d218708c7ff0f9e400645bbb2e33ea4eadc51bd9a2dbc8fec5db44b446cf47eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "684668b6c8195869fe69a1c94e653cfa61edde4270eeba5615c344217685ffca",
    "cross_cats_sorted": [
      "cs.DS",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-09T15:10:32Z",
    "title_canon_sha256": "bc40eb4aa0c0ef7e54479c064a3138e8a3fa81fab033bac79a36f3102bbc8cdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.04483",
    "kind": "arxiv",
    "version": 1
  }
}