Pith Number

pith:5FJWLCVT

pith:2019:5FJWLCVTGF3YBVGKIOECUMJ7BR

not attested not anchored not stored refs pending

Momentum-Based Variance Reduction in Non-Convex SGD

Ashok Cutkosky, Francesco Orabona

arxiv:1905.10018 v3 · 2019-05-24 · 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{5FJWLCVTGF3YBVGKIOECUMJ7BR}

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

2 papers in Pith

On the Convergence of Muon and Beyond

MuonEq: Balancing Before Orthogonalization with Lightweight Equilibration

Receipt and verification

First computed	2026-07-05T00:57:22.870905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e953658ab3317780d4ca43882a313f0c5d04beba6e049f1367644bdae98bd4e1

Aliases

arxiv: 1905.10018 · arxiv_version: 1905.10018v3 · doi: 10.48550/arxiv.1905.10018 · pith_short_12: 5FJWLCVTGF3Y · pith_short_16: 5FJWLCVTGF3YBVGK · pith_short_8: 5FJWLCVT

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/5FJWLCVTGF3YBVGKIOECUMJ7BR \
  | 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: e953658ab3317780d4ca43882a313f0c5d04beba6e049f1367644bdae98bd4e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e52c3d5ad18d78635056ac57be1b7ad018f2148ac5fd75bbab7f29ef0f552fb",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T03:21:07Z",
    "title_canon_sha256": "f03c88ca0cfa9346468d97bf4cbd95b707b8dd608e853d04bf5d1fd41fcb0623"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10018",
    "kind": "arxiv",
    "version": 3
  }
}