Pith Number

pith:SCQ7NXLP

pith:2024:SCQ7NXLP6IDTWPMSKVUMXSMCQW

not attested not anchored not stored refs pending

Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise

Antonio Orvieto, Aurelien Lucchi, Enea Monzio Compagnoni, Frank Norbert Proske, Rustem Islamov, Tianlin Liu

arxiv:2411.15958 v2 · 2024-11-24 · 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{SCQ7NXLP6IDTWPMSKVUMXSMCQW}

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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

Understanding Dynamics of Adam in Zero-Sum Games: An ODE Approach

Receipt and verification

First computed	2026-07-05T10:28:27.050195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90a1f6dd6ff2073b3d925568cbc98285a839e1d3fb4c5e6fb58fd169d61c6ad9

Aliases

arxiv: 2411.15958 · arxiv_version: 2411.15958v2 · doi: 10.48550/arxiv.2411.15958 · pith_short_12: SCQ7NXLP6IDT · pith_short_16: SCQ7NXLP6IDTWPMS · pith_short_8: SCQ7NXLP

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/SCQ7NXLP6IDTWPMSKVUMXSMCQW \
  | 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: 90a1f6dd6ff2073b3d925568cbc98285a839e1d3fb4c5e6fb58fd169d61c6ad9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "186d99fe6c03faef1f8ef2f532851da39d0672975254a81ffb03d3d7c0d6e883",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-24T19:07:31Z",
    "title_canon_sha256": "cc618493c0bfc446aedb13232a1dfcea9143249724e23ad357c521d9a3f3c0f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15958",
    "kind": "arxiv",
    "version": 2
  }
}