Pith Number

pith:WFXGBP5Q

pith:2024:WFXGBP5QE5B6JFGHLBOFPD44YO

not attested not anchored not stored refs pending

Adaptive and oblivious statistical adversaries are equivalent

Gregory Valiant, Guy Blanc

arxiv:2410.13548 v2 · 2024-10-17 · cs.LG · cs.CC · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WFXGBP5QE5B6JFGHLBOFPD44YO}

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

On the Learnability of Distribution Classes with Adaptive Adversaries

Receipt and verification

First computed	2026-07-05T12:01:55.199373Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b16e60bfb02743e494c7585c578f9cc39e648f67f72b76e32ed7cc5fee8fa9bb

Aliases

arxiv: 2410.13548 · arxiv_version: 2410.13548v2 · doi: 10.48550/arxiv.2410.13548 · pith_short_12: WFXGBP5QE5B6 · pith_short_16: WFXGBP5QE5B6JFGH · pith_short_8: WFXGBP5Q

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/WFXGBP5QE5B6JFGHLBOFPD44YO \
  | 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: b16e60bfb02743e494c7585c578f9cc39e648f67f72b76e32ed7cc5fee8fa9bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "577e5eb3e347a7873b822c3220f7636a53840fe5d194e7e3c936640225573cc1",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T13:42:56Z",
    "title_canon_sha256": "6b2f7468d0d4392153c74cdc19df4cff643e286252c06a6a95169f07229e0997"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13548",
    "kind": "arxiv",
    "version": 2
  }
}