Pith Number

pith:O3WI6FPW

pith:2023:O3WI6FPWSGIGT4VT6YOVX4HP2S

not attested not anchored not stored refs pending

The Sample Complexity Of ERMs In Stochastic Convex Optimization

Amir Yehudayoff, Daniel Carmon, Roi Livni

arxiv:2311.05398 v1 · 2023-11-09 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O3WI6FPWSGIGT4VT6YOVX4HP2S}

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	2026-07-05T07:10:59.057398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76ec8f15f6919069f2b3f61d5bf0efd4b1fcd011604443c989f38af9c9186425

Aliases

arxiv: 2311.05398 · arxiv_version: 2311.05398v1 · doi: 10.48550/arxiv.2311.05398 · pith_short_12: O3WI6FPWSGIG · pith_short_16: O3WI6FPWSGIGT4VT · pith_short_8: O3WI6FPW

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/O3WI6FPWSGIGT4VT6YOVX4HP2S \
  | 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: 76ec8f15f6919069f2b3f61d5bf0efd4b1fcd011604443c989f38af9c9186425

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b003d248423a74c0b1a56e736a6caa6465968858405467b7a71050496090ea1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-09T14:29:25Z",
    "title_canon_sha256": "e87679c0aaa726e8c394e32d5d07623120ddc722d57460270e2f1b7d828a15ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05398",
    "kind": "arxiv",
    "version": 1
  }
}