Pith Number

pith:NJBBGLUE

pith:2024:NJBBGLUE37XMBKJRM5SJXLCD2Q

not attested not anchored not stored refs pending

Gradient Methods with Online Scaling

Madeleine Udell, Wenzhi Gao, Ya-Chi Chu, Yinyu Ye

arxiv:2411.01803 v2 · 2024-11-04 · math.OC · 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{NJBBGLUE37XMBKJRM5SJXLCD2Q}

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.

Cited by

2 papers in Pith

Preconditioned Norms: A Unified Framework for Steepest Descent, Quasi-Newton and Adaptive Methods

OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention

Receipt and verification

First computed	2026-07-05T09:31:31.235942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a42132e84dfeec0a93167649bac43d42c1c4d0b2e969826dabe0078c772061e

Aliases

arxiv: 2411.01803 · arxiv_version: 2411.01803v2 · doi: 10.48550/arxiv.2411.01803 · pith_short_12: NJBBGLUE37XM · pith_short_16: NJBBGLUE37XMBKJR · pith_short_8: NJBBGLUE

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/NJBBGLUE37XMBKJRM5SJXLCD2Q \
  | 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: 6a42132e84dfeec0a93167649bac43d42c1c4d0b2e969826dabe0078c772061e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcbf8a89eb0b88a378785f87e32c086e372bcf186a89d084224bcbd2ba01d8a9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-11-04T05:04:18Z",
    "title_canon_sha256": "e61396710e8ba485199a561d1594764da300c9319623e7602b3754ad98227129"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01803",
    "kind": "arxiv",
    "version": 2
  }
}