Pith Number

pith:I7RESVSR

pith:2017:I7RESVSR76WKF3PT2TBV7NXYMK

not attested not anchored not stored refs pending

Exponential convergence of testing error for stochastic gradient methods

Alessandro Rudi (SIERRA), Francis Bach (SIERRA), Loucas Pillaud-Vivien (SIERRA)

arxiv:1712.04755 v4 · 2017-12-13 · 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{I7RESVSR76WKF3PT2TBV7NXYMK}

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	2026-05-18T00:00:22.213254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47e2495651ffaca2edf3d4c35fb6f86290316922c24072c7f2251413f58ec751

Aliases

arxiv: 1712.04755 · arxiv_version: 1712.04755v4 · doi: 10.48550/arxiv.1712.04755 · pith_short_12: I7RESVSR76WK · pith_short_16: I7RESVSR76WKF3PT · pith_short_8: I7RESVSR

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/I7RESVSR76WKF3PT2TBV7NXYMK \
  | 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: 47e2495651ffaca2edf3d4c35fb6f86290316922c24072c7f2251413f58ec751

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04833327b518ecb8a6c6e22b2a5cb0e293e21008e7f82f7fcf0930a4039e0000",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-13T13:35:27Z",
    "title_canon_sha256": "6839721524047ece06fd3412e70a452882101ab85a6416d8258d205fbe7e91d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04755",
    "kind": "arxiv",
    "version": 4
  }
}