Pith Number

pith:RM5NF244

pith:2024:RM5NF244SWKIOKHSB5W2PGFQMW

not attested not anchored not stored refs pending

Gradient-Variation Online Learning under Generalized Smoothness

Peng Zhao, Yan-Feng Xie, Zhi-Hua Zhou

arxiv:2408.09074 v2 · 2024-08-17 · 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{RM5NF244SWKIOKHSB5W2PGFQMW}

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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

1 paper in Pith

Toward a Unified Theory of Gradient Descent under Generalized Smoothness

Receipt and verification

First computed	2026-07-05T09:30:20.343418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b3ad2eb9c95948728f20f6da798b065b3c31a2a0df05b44c54313c6cea78a25

Aliases

arxiv: 2408.09074 · arxiv_version: 2408.09074v2 · doi: 10.48550/arxiv.2408.09074 · pith_short_12: RM5NF244SWKI · pith_short_16: RM5NF244SWKIOKHS · pith_short_8: RM5NF244

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/RM5NF244SWKIOKHSB5W2PGFQMW \
  | 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: 8b3ad2eb9c95948728f20f6da798b065b3c31a2a0df05b44c54313c6cea78a25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42ca472b84220f2f62a5fcfa49d5dbc1d602f1cad60e28406552c19a934edbe1",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-17T02:22:08Z",
    "title_canon_sha256": "25142785d36731d14e300cf1fa6c73845d98b2849952f25060a3324c278a4058"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09074",
    "kind": "arxiv",
    "version": 2
  }
}