Pith Number

pith:2KB2BC3G

pith:2020:2KB2BC3GIS3HY22RWS5ZJ65LAK

not attested not anchored not stored refs pending

On Tight Convergence Rates of Without-replacement SGD

Kwangjun Ahn, Suvrit Sra

arxiv:2004.08657 v1 · 2020-04-18 · 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{2KB2BC3GIS3HY22RWS5ZJ65LAK}

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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

SGD at the Edge of Stability: Stochastic Stabilization with Large Learning Rates

Receipt and verification

First computed	2026-07-05T00:56:08.198867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d283a08b6644b67c6b51b4bb94fbab02997f05706b560f93d824a1a5447f39d7

Aliases

arxiv: 2004.08657 · arxiv_version: 2004.08657v1 · doi: 10.48550/arxiv.2004.08657 · pith_short_12: 2KB2BC3GIS3H · pith_short_16: 2KB2BC3GIS3HY22R · pith_short_8: 2KB2BC3G

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/2KB2BC3GIS3HY22RWS5ZJ65LAK \
  | 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: d283a08b6644b67c6b51b4bb94fbab02997f05706b560f93d824a1a5447f39d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c59bd9b627a881bac3bb1b6eec430a3c5984e98b1fb0e5c365a3fa7c63b051d4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2020-04-18T16:14:11Z",
    "title_canon_sha256": "091209df78f6b810ecfee5f4747bbd720616094a86bc77d755d48b8f6ac68b14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.08657",
    "kind": "arxiv",
    "version": 1
  }
}