Pith Number

pith:PAKMTQSS

pith:2022:PAKMTQSSLKX64KASTUM45UZJJS

not attested not anchored not stored refs pending

Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method

Aaron Defazio, Baoyu Zhou, Lin Xiao

arxiv:2206.06900 v1 · 2022-06-14 · cs.LG · 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{PAKMTQSSLKX64KASTUM45UZJJS}

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

Stochastic Non-Smooth Convex Optimization with Unbounded Gradients

Receipt and verification

First computed	2026-07-05T04:31:47.036732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7814c9c2525aafee28129d19ced3294c81db407b953b99e1b0f5dcd8b278c41d

Aliases

arxiv: 2206.06900 · arxiv_version: 2206.06900v1 · doi: 10.48550/arxiv.2206.06900 · pith_short_12: PAKMTQSSLKX6 · pith_short_16: PAKMTQSSLKX64KAS · pith_short_8: PAKMTQSS

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/PAKMTQSSLKX64KASTUM45UZJJS \
  | 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: 7814c9c2525aafee28129d19ced3294c81db407b953b99e1b0f5dcd8b278c41d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa4cd8e2b933fb57dc06a0040a4af51fba6d6a32e246f7b12cb376d2dac09a98",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-14T14:55:27Z",
    "title_canon_sha256": "50fea321e3ff5161ee26da7ced04a62b3bf62b7a876e848c5e43e1f31b7771bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06900",
    "kind": "arxiv",
    "version": 1
  }
}