Pith Number

pith:SH6SOAGM

pith:2026:SH6SOAGMD2DY6NOXCVJOHYO2C7

not attested not anchored not stored refs pending

Optimal Rates for Learning with Monotone Adversaries

Anay Mehrotra

arxiv:2608.06337 v1 · 2026-08-06 · stat.ML · cs.DS · cs.LG · math.ST · 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{SH6SOAGMD2DY6NOXCVJOHYO2C7}

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

Bagging Robustly Learns VC Classes with Linear Sample Complexity

Receipt and verification

First computed	2026-08-07T01:41:23.581937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91fd2700cc1e878f35d71552e3e1da17da088d33b138d3554cd3a67ab0d17144

Aliases

arxiv: 2608.06337 · arxiv_version: 2608.06337v1 · doi: 10.48550/arxiv.2608.06337 · pith_short_12: SH6SOAGMD2DY · pith_short_16: SH6SOAGMD2DY6NOX · pith_short_8: SH6SOAGM

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/SH6SOAGMD2DY6NOXCVJOHYO2C7 \
  | 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: 91fd2700cc1e878f35d71552e3e1da17da088d33b138d3554cd3a67ab0d17144

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6476116292be2dc47f891cf3af8303a02a5aa9e4c91c30ac1f9a5b542dfef02",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-08-06T17:45:32Z",
    "title_canon_sha256": "1e71c8b74ec021f8c7a46df1269e1f135f38041c0c525ad854fd97666101eb6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06337",
    "kind": "arxiv",
    "version": 1
  }
}