Pith Number

pith:XGIFWC2C

pith:2019:XGIFWC2CBDRXXUDCTAFIEZYQYC

not attested not anchored not stored refs pending

How Good is SGD with Random Shuffling?

Itay Safran, Ohad Shamir

arxiv:1908.00045 v4 · 2019-07-31 · 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{XGIFWC2CBDRXXUDCTAFIEZYQYC}

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 Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework

Receipt and verification

First computed	2026-07-05T02:45:31.074739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9905b0b4208e37bd062980a826710c0bf7eff2366dc61ca1b38c4e6e972daec

Aliases

arxiv: 1908.00045 · arxiv_version: 1908.00045v4 · doi: 10.48550/arxiv.1908.00045 · pith_short_12: XGIFWC2CBDRX · pith_short_16: XGIFWC2CBDRXXUDC · pith_short_8: XGIFWC2C

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/XGIFWC2CBDRXXUDCTAFIEZYQYC \
  | 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: b9905b0b4208e37bd062980a826710c0bf7eff2366dc61ca1b38c4e6e972daec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a6bd0272f1a1ace59e2039a3a6decb896a9f2817df7a09a8e98c0eb70115486",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-31T18:43:01Z",
    "title_canon_sha256": "989f5fbcdfe04c9085ff9df505cedeb7476d33446f248022441867d36498aa58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.00045",
    "kind": "arxiv",
    "version": 4
  }
}