Pith Number

pith:TMB6WMQV

pith:2018:TMB6WMQVNUBFHNQQEDUW7A5QSE

not attested not anchored not stored refs pending

On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes

Francesco Orabona, Xiaoyu Li

arxiv:1805.08114 v3 · 2018-05-21 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMB6WMQVNUBFHNQQEDUW7A5QSE}

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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.

Cited by

2 papers in Pith

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Receipt and verification

First computed	2026-05-17T23:52:34.030478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b03eb32156d0253b61020e96f83b09117b8beb3cdf371093f688271a956a2f0

Aliases

arxiv: 1805.08114 · arxiv_version: 1805.08114v3 · doi: 10.48550/arxiv.1805.08114 · pith_short_12: TMB6WMQVNUBF · pith_short_16: TMB6WMQVNUBFHNQQ · pith_short_8: TMB6WMQV

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/TMB6WMQVNUBFHNQQEDUW7A5QSE \
  | 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: 9b03eb32156d0253b61020e96f83b09117b8beb3cdf371093f688271a956a2f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0142d4bd8a03a26a754ed4571f0c9232d6548ff5047a97bf45a50be7f06a67e2",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-21T15:21:58Z",
    "title_canon_sha256": "d8fe018341b9d1dd8df81698a642c01f94791bc0e18737d49282e7b0a19989cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.08114",
    "kind": "arxiv",
    "version": 3
  }
}