Pith Number

pith:SNAF6N2E

pith:2023:SNAF6N2E7KYDX2ALCU3W2NCSMR

not attested not anchored not stored refs pending

Learning-Rate-Free Learning by D-Adaptation

Aaron Defazio, Konstantin Mishchenko

arxiv:2301.07733 v5 · 2023-01-18 · cs.LG · cs.AI · 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{SNAF6N2E7KYDX2ALCU3W2NCSMR}

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

LightSAM: Parameter-Agnostic Sharpness-Aware Minimization

Receipt and verification

First computed	2026-07-05T06:28:47.376845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93405f3744fab03be80b15376d345264557de196a64994c3491183c01ff1a0f6

Aliases

arxiv: 2301.07733 · arxiv_version: 2301.07733v5 · doi: 10.48550/arxiv.2301.07733 · pith_short_12: SNAF6N2E7KYD · pith_short_16: SNAF6N2E7KYDX2AL · pith_short_8: SNAF6N2E

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/SNAF6N2E7KYDX2ALCU3W2NCSMR \
  | 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: 93405f3744fab03be80b15376d345264557de196a64994c3491183c01ff1a0f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb5afcb0710cbf1eb9a16cdb34bd54d9551df523172f392cc423b32ce824442b",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-18T19:00:50Z",
    "title_canon_sha256": "2f00c17d1907f8320204acc9304b9f185a68a8bbf7200f3056579d4005e3e7fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.07733",
    "kind": "arxiv",
    "version": 5
  }
}