Pith Number

pith:X2LNCXAC

pith:2024:X2LNCXACNFEZJU5ZMF6CB6C3XH

not attested not anchored not stored refs pending

On the Efficiency of ERM in Feature Learning

Ayoub El Hanchi, Chris J. Maddison, Murat A. Erdogdu

arxiv:2411.12029 v1 · 2024-11-18 · stat.ML · 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{X2LNCXACNFEZJU5ZMF6CB6C3XH}

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	2026-07-05T09:37:15.223860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be96d15c02694994d3b9617c20f85bb9d69fcf5cbfe4572c146487d0a70b2963

Aliases

arxiv: 2411.12029 · arxiv_version: 2411.12029v1 · doi: 10.48550/arxiv.2411.12029 · pith_short_12: X2LNCXACNFEZ · pith_short_16: X2LNCXACNFEZJU5Z · pith_short_8: X2LNCXAC

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/X2LNCXACNFEZJU5ZMF6CB6C3XH \
  | 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: be96d15c02694994d3b9617c20f85bb9d69fcf5cbfe4572c146487d0a70b2963

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22e5a0e47565776e269af13307c5eadd3dcfcbbd4dad3044b64f3bdf955e1e22",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-18T20:05:05Z",
    "title_canon_sha256": "b6f6f05cf19c1dcbb39f320dabde64c1917c8482d5404de502b793ef9778d120"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12029",
    "kind": "arxiv",
    "version": 1
  }
}