Pith Number

pith:USEYIGM3

pith:2018:USEYIGM35VGYF7F4OQIYF3TPZC

not attested not anchored not stored refs pending

A Unified Analysis of AdaGrad with Weighted Aggregation and Momentum Acceleration

Congliang Chen, Fangyu Zou, Ju Sun, Li Shen, Wei Liu, Zequn Jie

arxiv:1808.03408 v4 · 2018-08-10 · cs.LG · cs.NA · math.NA · 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{USEYIGM35VGYF7F4OQIYF3TPZC}

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

Accelerated Gradient Methods for Nonconvex Optimization: Escape Trajectories From Strict Saddle Points and Convergence to Local Minima

Adaptive Federated Optimization

Receipt and verification

First computed	2026-06-04T19:12:12.048505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a48984199bed4d82fcbc741182ee6fc890de1d166e60a43592b00b52784c7f1f

Aliases

arxiv: 1808.03408 · arxiv_version: 1808.03408v4 · doi: 10.48550/arxiv.1808.03408 · pith_short_12: USEYIGM35VGY · pith_short_16: USEYIGM35VGYF7F4 · pith_short_8: USEYIGM3

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/USEYIGM35VGYF7F4OQIYF3TPZC \
  | 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: a48984199bed4d82fcbc741182ee6fc890de1d166e60a43592b00b52784c7f1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c72c24705db8af9f84b233c6090476b032b1c91c71f4d7bb4bd1dc002f33245",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-10T04:18:48Z",
    "title_canon_sha256": "e5604bb3365ed7b734be8f5b34b590af8926a643d302c89085cf44e09cf39619"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.03408",
    "kind": "arxiv",
    "version": 4
  }
}