Pith Number

pith:N5BQ4AC3

pith:2020:N5BQ4AC3ZGC7OLRZKNTGAL6M4J

not attested not anchored not stored refs pending

Implicit Regularization in ReLU Networks with the Square Loss

Gal Vardi, Ohad Shamir

arxiv:2012.05156 v3 · 2020-12-09 · cs.LG · 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{N5BQ4AC3ZGC7OLRZKNTGAL6M4J}

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

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Receipt and verification

First computed	2026-07-05T02:47:02.793001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f430e005bc985f72e395366602fcce27c4377489f56ac4b6de4049ee3e0c38b

Aliases

arxiv: 2012.05156 · arxiv_version: 2012.05156v3 · doi: 10.48550/arxiv.2012.05156 · pith_short_12: N5BQ4AC3ZGC7 · pith_short_16: N5BQ4AC3ZGC7OLRZ · pith_short_8: N5BQ4AC3

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/N5BQ4AC3ZGC7OLRZKNTGAL6M4J \
  | 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: 6f430e005bc985f72e395366602fcce27c4377489f56ac4b6de4049ee3e0c38b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb9309224df808e1149594a1cec891e806b2482d598dc259cee7c658a8adf21f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-09T16:48:03Z",
    "title_canon_sha256": "91ee94b6aac3825a66b480fdc855d9fc9b7cb0845f72c3b6b8c153c4d33b7e97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.05156",
    "kind": "arxiv",
    "version": 3
  }
}