Pith Number

pith:KSDOMZIT

pith:2021:KSDOMZIT7RW6IQT2N4QBJGL3GS

not attested not anchored not stored refs pending

Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds

Bogdan Georgiev, Lukas Franken, Mayukh Mukherjee

arxiv:2101.06061 v1 · 2021-01-15 · cs.LG · math.MG · math.PR · 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{KSDOMZIT7RW6IQT2N4QBJGL3GS}

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	2026-07-05T02:07:09.853787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5486e66513fc6de4427a6f2014997b34a666c38ac0eb38d8709badd5cfd4984b

Aliases

arxiv: 2101.06061 · arxiv_version: 2101.06061v1 · doi: 10.48550/arxiv.2101.06061 · pith_short_12: KSDOMZIT7RW6 · pith_short_16: KSDOMZIT7RW6IQT2 · pith_short_8: KSDOMZIT

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/KSDOMZIT7RW6IQT2N4QBJGL3GS \
  | 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: 5486e66513fc6de4427a6f2014997b34a666c38ac0eb38d8709badd5cfd4984b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40dc21d8f90a44fff7da2e55bb23793c510c36aa856e855c859fda83ce7eae8c",
    "cross_cats_sorted": [
      "math.MG",
      "math.PR",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-15T11:15:51Z",
    "title_canon_sha256": "ea19037c85c9064f9e93274cbd76491b3af5b65d4786ddee1df745dd203b5898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.06061",
    "kind": "arxiv",
    "version": 1
  }
}