Pith Number

pith:EAYW3NX4

pith:2024:EAYW3NX432VBQZNLQKUPLOMWT4

not attested not anchored not stored refs pending

Anytime Acceleration of Gradient Descent

Jason D. Lee, Simon S. Du, Yuxin Chen, Zihan Zhang

arxiv:2411.17668 v2 · 2024-11-26 · cs.LG · cs.SY · eess.SY · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EAYW3NX432VBQZNLQKUPLOMWT4}

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

1 paper in Pith

Adaptive control mechanisms in gradient descent algorithms

Receipt and verification

First computed	2026-07-05T09:45:58.724279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20316db6fcdeaa1865ab82a8f5b9969f219d00d7e072594ae12c54fbe233f72b

Aliases

arxiv: 2411.17668 · arxiv_version: 2411.17668v2 · doi: 10.48550/arxiv.2411.17668 · pith_short_12: EAYW3NX432VB · pith_short_16: EAYW3NX432VBQZNL · pith_short_8: EAYW3NX4

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/EAYW3NX432VBQZNLQKUPLOMWT4 \
  | 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: 20316db6fcdeaa1865ab82a8f5b9969f219d00d7e072594ae12c54fbe233f72b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d995dd391aa8e7bc8753e1de02646aae434a1139c06616268fcb2de276edfd3",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T18:29:44Z",
    "title_canon_sha256": "b645f623a05668addd00d0b054dd42fa76d7fc504c2ad94a4f8cd91e205ae91c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17668",
    "kind": "arxiv",
    "version": 2
  }
}