Pith Number

pith:OOZEE5LH

pith:2016:OOZEE5LHMMCIOJHL3JKCMKFU45

not attested not anchored not stored refs pending

Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization

Alon Gonen, Shai Shalev-Shwartz

arxiv:1601.04011 v4 · 2016-01-15 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OOZEE5LHMMCIOJHL3JKCMKFU45}

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	2026-05-18T00:46:21.134625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73b242756763048724ebda542628b4e75cebd9b8b1e078d8951953fc7e11794a

Aliases

arxiv: 1601.04011 · arxiv_version: 1601.04011v4 · doi: 10.48550/arxiv.1601.04011 · pith_short_12: OOZEE5LHMMCI · pith_short_16: OOZEE5LHMMCIOJHL · pith_short_8: OOZEE5LH

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/OOZEE5LHMMCIOJHL3JKCMKFU45 \
  | 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: 73b242756763048724ebda542628b4e75cebd9b8b1e078d8951953fc7e11794a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a856142ada1307428b70a0696461783037c14c4b3c2418a38366c93ec612f5c2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-01-15T17:32:44Z",
    "title_canon_sha256": "4581e4aa61ef8eb52b9982bb027461d27fb998b1999c26dd4eedbd0c71237198"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1601.04011",
    "kind": "arxiv",
    "version": 4
  }
}