Pith Number

pith:TDA7W7GU

pith:2019:TDA7W7GUD4Q2CSL6HNCLTYFPDY

not attested not anchored not stored refs pending

Inductive Bias of Gradient Descent based Adversarial Training on Separable Data

Ethan X.Fang, Huan Xu, Tuo Zhao, Yan Li

arxiv:1906.02931 v3 · 2019-06-07 · 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{TDA7W7GUD4Q2CSL6HNCLTYFPDY}

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.

Receipt and verification

First computed	2026-05-17T23:39:30.054967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98c1fb7cd41f21a1497e3b44b9e0af1e0c1dad4e7c9698987d58bb2f4239c96a

Aliases

arxiv: 1906.02931 · arxiv_version: 1906.02931v3 · doi: 10.48550/arxiv.1906.02931 · pith_short_12: TDA7W7GUD4Q2 · pith_short_16: TDA7W7GUD4Q2CSL6 · pith_short_8: TDA7W7GU

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/TDA7W7GUD4Q2CSL6HNCLTYFPDY \
  | 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: 98c1fb7cd41f21a1497e3b44b9e0af1e0c1dad4e7c9698987d58bb2f4239c96a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a901af10deeecb73256a116dd2fb0e6dc28d21b9da991c9561555491af855de",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-07T07:22:56Z",
    "title_canon_sha256": "332a79a7cf354c88d9e23da51634f3eed9f5f9c8336fd0653b5d754c37d09c04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02931",
    "kind": "arxiv",
    "version": 3
  }
}