Pith Number

pith:OFYF6LR5

pith:2016:OFYF6LR5PYC5ACV74NHQHXTYTK

not attested not anchored not stored refs pending

Tuning the Scheduling of Distributed Stochastic Gradient Descent with Bayesian Optimization

Eiko Yoneki, Michael Schaarschmidt, Valentin Dalibard

arxiv:1612.00383 v1 · 2016-12-01 · stat.ML · 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{OFYF6LR5PYC5ACV74NHQHXTYTK}

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	2026-05-18T00:56:04.973429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71705f2e3d7e05d00abfe34f03de789ab8eb068994957ee5358ab2926469d606

Aliases

arxiv: 1612.00383 · arxiv_version: 1612.00383v1 · doi: 10.48550/arxiv.1612.00383 · pith_short_12: OFYF6LR5PYC5 · pith_short_16: OFYF6LR5PYC5ACV7 · pith_short_8: OFYF6LR5

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/OFYF6LR5PYC5ACV74NHQHXTYTK \
  | 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: 71705f2e3d7e05d00abfe34f03de789ab8eb068994957ee5358ab2926469d606

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f170a89d3e900829668fa30d5bab7bc73d6b00d88e290437407ee6b04e62d526",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-12-01T19:08:12Z",
    "title_canon_sha256": "49c9f8334cc66930603e1457a753647d927751513160d17731bb0398048fc5c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.00383",
    "kind": "arxiv",
    "version": 1
  }
}