Pith Number

pith:R6ANBZFZ

pith:2020:R6ANBZFZRT6F2XKHKYKU4VL2YL

not attested not anchored not stored refs pending

Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs

Hao Zhou, Lei Li, Runxin Xu, Xunpeng Huang, Zhe Wang

arxiv:2006.07037 v1 · 2020-06-12 · 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{R6ANBZFZRT6F2XKHKYKU4VL2YL}

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.

Receipt and verification

First computed	2026-07-05T01:09:49.343840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f80d0e4b98cfc5d5d4756154e557ac2f55372df63972e8fcb1147710516db14

Aliases

arxiv: 2006.07037 · arxiv_version: 2006.07037v1 · doi: 10.48550/arxiv.2006.07037 · pith_short_12: R6ANBZFZRT6F · pith_short_16: R6ANBZFZRT6F2XKH · pith_short_8: R6ANBZFZ

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/R6ANBZFZRT6F2XKHKYKU4VL2YL \
  | 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: 8f80d0e4b98cfc5d5d4756154e557ac2f55372df63972e8fcb1147710516db14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99f3ba8e5d2836c568298aed8ed4d0dd5f299b6b196804abcfe4a0b5ac38aa7b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2020-06-12T09:39:47Z",
    "title_canon_sha256": "dabc026c97ee77dbaa0497499552a02e2e618943392e0b21cced539e0a5f4c2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07037",
    "kind": "arxiv",
    "version": 1
  }
}