Pith Number

pith:W3OMZEO6

pith:2020:W3OMZEO66QNKEKHSXAL5MPJXQY

not attested not anchored not stored refs pending

Precise Tradeoffs in Adversarial Training for Linear Regression

Adel Javanmard, Hamed Hassani, Mahdi Soltanolkotabi

arxiv:2002.10477 v1 · 2020-02-24 · 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{W3OMZEO66QNKEKHSXAL5MPJXQY}

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

Homogenization of $\ell_2$-Adversarial Training in High-Dimensions: Exact Dynamics under Stochastic Gradient Descent

Receipt and verification

First computed	2026-07-05T00:43:22.414435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6dccc91def41aa228f2b817d63d378630571192c71fe24f4970a17244c0de13

Aliases

arxiv: 2002.10477 · arxiv_version: 2002.10477v1 · doi: 10.48550/arxiv.2002.10477 · pith_short_12: W3OMZEO66QNK · pith_short_16: W3OMZEO66QNKEKHS · pith_short_8: W3OMZEO6

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/W3OMZEO66QNKEKHSXAL5MPJXQY \
  | 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: b6dccc91def41aa228f2b817d63d378630571192c71fe24f4970a17244c0de13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ca5f9195b34fa3ea7b10fc1ab1f4f1f58ac5e3e65c14f506d1b04f472af0a79",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-24T19:01:47Z",
    "title_canon_sha256": "e92add50399b1022bf8ffc2a4ab26e3cdfe3551e41cdf193ab4ba87e087d171f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10477",
    "kind": "arxiv",
    "version": 1
  }
}