Pith Number

pith:FWMY3CMY

pith:2017:FWMY3CMYDEXHCHULCLDD7NIYLM

not attested not anchored not stored refs pending

SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data

Alon Brutzkus, Amir Globerson, Eran Malach, Shai Shalev-Shwartz

arxiv:1710.10174 v1 · 2017-10-27 · 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{FWMY3CMYDEXHCHULCLDD7NIYLM}

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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

Two-block vs. Multi-block ADMM: An empirical evaluation of convergence

Receipt and verification

First computed	2026-05-18T00:31:54.600757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d998d8998192e711e8b12c63fb5185b1ce67bdd89001c63a219368b843570f2

Aliases

arxiv: 1710.10174 · arxiv_version: 1710.10174v1 · doi: 10.48550/arxiv.1710.10174 · pith_short_12: FWMY3CMYDEXH · pith_short_16: FWMY3CMYDEXHCHUL · pith_short_8: FWMY3CMY

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/FWMY3CMYDEXHCHULCLDD7NIYLM \
  | 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: 2d998d8998192e711e8b12c63fb5185b1ce67bdd89001c63a219368b843570f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eba065ba70ab1004ae42f0418525503dee28c7101e2c4d6391e18b2933f13949",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-10-27T14:42:09Z",
    "title_canon_sha256": "abc704d43ca2d27e446733f68d509fec3bc0b4d36caa30006165c45468e39c97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.10174",
    "kind": "arxiv",
    "version": 1
  }
}