Pith Number

pith:DRJWQTNY

pith:2019:DRJWQTNYJFFXDBS5Y7GMMUKDZJ

not attested not anchored not stored refs pending

Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions

Andre Wibisono, Ashia Wilson, Lester Mackey

arxiv:1902.08825 v3 · 2019-02-23 · 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{DRJWQTNYJFFXDBS5Y7GMMUKDZJ}

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

Nesterov's method with decreasing learning rate leads to accelerated stochastic gradient descent

Receipt and verification

First computed	2026-07-05T00:29:37.283946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c53684db8494b71865dc7ccc65143ca66502e9ba0b8fa9443ed9d0c233a96df

Aliases

arxiv: 1902.08825 · arxiv_version: 1902.08825v3 · doi: 10.48550/arxiv.1902.08825 · pith_short_12: DRJWQTNYJFFX · pith_short_16: DRJWQTNYJFFXDBS5 · pith_short_8: DRJWQTNY

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/DRJWQTNYJFFXDBS5Y7GMMUKDZJ \
  | 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: 1c53684db8494b71865dc7ccc65143ca66502e9ba0b8fa9443ed9d0c233a96df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25b709f73676395ba9c1fbcd9b8b3b52dd824d3e834bb4f989b4142f9ffd365b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2019-02-23T18:35:49Z",
    "title_canon_sha256": "2b85d53ddebfcff1d6f2285b4850f3254db6802b1ede919e5b5ce4702579a868"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.08825",
    "kind": "arxiv",
    "version": 3
  }
}